A maximum entropy approach to natural language processing

Authors:
Adam L. Berger;Vincent J. Della Pietra;Stephen A. Della Pietra
Affiliations:
Columbia University;Renaissance Technologies;Renaissance Technologies
Venue:
Computational Linguistics
Year:
1996

Citing 7
Cited 646

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Web taxonomy integration with hierarchical shrinkage algorithm and fine-grained relations

Expert Systems with Applications: An International Journal
Probabilistic Model for Structured Document Mapping

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Relaxation Labeling for Selecting and Exploiting Efficiently Non-local Dependencies in Sequence Labeling

PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Person Retrieval on XML Documents by Coreference Analysis Utilizing Structural Features

DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Improving Chinese Pronominal Anaphora Resolution by Extensive Feature Representation and Confidence Estimation

GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
Temporal Issues and Recognition Errors on the Capitalization of Speech Transcriptions

TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
Web-Based Lemmatisation of Named Entities

TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
A Comparison of Language Models for Dialog Act Segmentation of Meeting Transcripts

TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
Recovering capitalization and punctuation marks for automatic speech recognition: Case study for Portuguese broadcast news

Speech Communication
Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling

ACM Transactions on Asian Language Information Processing (TALIP)
A twin-candidate model for learning-based anaphora resolution

Computational Linguistics
A novel statistical chinese language model and its application in pinyin-to-character conversion

Proceedings of the 17th ACM conference on Information and knowledge management
Applications of Reinforcement Learning to Structured Prediction

Recent Advances in Reinforcement Learning
Integration of Multiple Classifiers for Chinese Semantic Dependency Analysis

Electronic Notes in Theoretical Computer Science (ENTCS)
Sentence Compression by Removing Recursive Structure from Parse Tree

PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Constrained Sequence Classification for Lexical Disambiguation

PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Multi-Alignment Templates Induction

Informatica
A semantic analysis of Chinese radicals

International Journal of Business Intelligence and Data Mining
Quality-aware collaborative question answering: methods and evaluation

Proceedings of the Second ACM International Conference on Web Search and Data Mining
Language Feature Mining for Music Emotion Classification via Supervised Learning from Lyrics

ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Ad Hoc Data and the Token Ambiguity Problem

PADL '09 Proceedings of the 11th International Symposium on Practical Aspects of Declarative Languages
Example-based dialog modeling for practical multi-domain dialog system

Speech Communication
Arabic diacritic restoration approach based on maximum entropy models

Computer Speech and Language
Word Error Rate Minimization Using an Integrated Confidence Measure

IEICE - Transactions on Information and Systems
Automatic Acquisition of Qualia Structure from Corpus Data

IEICE - Transactions on Information and Systems
Semantic Classification of Bio-Entities Incorporating Predicate-Argument Features

IEICE - Transactions on Information and Systems
Sentence Topics Based Knowledge Acquisition for Question Answering

IEICE - Transactions on Information and Systems
On the Use of Structures for Spoken Language Understanding: A Two-Step Approach

IEICE - Transactions on Information and Systems
Discriminative Machine Translation Using Global Lexical Selection

ACM Transactions on Asian Language Information Processing (TALIP)
A Density-Based Re-ranking Technique for Active Learning for Data Annotations

ICCPOL '09 Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy
Movie Recommender: Semantically Enriched Unified Relevance Model for Rating Prediction in Collaborative Filtering

ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Emotion Recognition of Pop Music Based on Maximum Entropy with Priors

PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Identifying Firm-Specific Risk Statements in News Articles

PAISI '09 Proceedings of the Pacific Asia Workshop on Intelligence and Security Informatics
ODE: Ontology-assisted data extraction

ACM Transactions on Database Systems (TODS)
Combining lexical, syntactic and prosodic cues for improved online dialog act tagging

Computer Speech and Language
Efficient methods for topic model inference on streaming document collections

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Clinical text classification under the Open and Closed Topic Assumptions

International Journal of Data Mining and Bioinformatics
Language dynamics and capitalization using maximum entropy

HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
Part-of-speech tagging of Northern Sotho: disambiguating polysemous function words

AfLaT '09 Proceedings of the First Workshop on Language Technologies for African Languages
Study on Sentence Relations in the Automatic Detection of Argumentation in Legal Cases

Proceedings of the 2007 conference on Legal Knowledge and Information Systems: JURIX 2007: The Twentieth Annual Conference
Multilingual Question Classification based on surface text features

Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Towards Auto-Coding of Collaborative Interaction Texts Based on Maximum Entropy Approach

Proceedings of the 2006 conference on Learning by Effective Utilization of Technologies: Facilitating Intercultural Understanding
Argumentation mining: the detection, classification and structure of arguments in text

Proceedings of the 12th International Conference on Artificial Intelligence and Law
Developing feature types for classifying clinical notes

BioNLP '07 Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing
Reranking for biomedical named-entity recognition

BioNLP '07 Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing
Using continuous features in the maximum entropy model

Pattern Recognition Letters
Experiments with a multilanguage non-projective dependency parser

CoNLL-X '06 Proceedings of the Tenth Conference on Computational Natural Language Learning
Dependency parsing with reference to Slovene, Spanish and Swedish

CoNLL-X '06 Proceedings of the Tenth Conference on Computational Natural Language Learning
Discriminative learning of syntactic and semantic dependencies

CoNLL '08 Proceedings of the Twelfth Conference on Computational Natural Language Learning
The integration of dependency relation classification and semantic role labeling using bilayer maximum entropy Markov models

CoNLL '08 Proceedings of the Twelfth Conference on Computational Natural Language Learning
Probabilistic model for syntactic and semantic dependency parsing

CoNLL '08 Proceedings of the Twelfth Conference on Computational Natural Language Learning
An intrinsic stopping criterion for committee-based active learning

CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
Multilingual dependency-based syntactic and semantic parsing

CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning: Shared Task
WikiRelate! computing semantic relatedness using wikipedia

AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Multi-conditional learning: generative/discriminative training for clustering and classification

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Reducing class imbalance during active learning for named entity annotation

Proceedings of the fifth international conference on Knowledge capture
Improving statistical machine translation using lexicalized rule selection

COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Exploring domain differences for the design of pronoun resolution systems for biomedical text

COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
A discriminative alignment model for abbreviation recognition

COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Multi-criteria-based strategy to stop active learning for data annotation

COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Active learning with sampling by uncertainty and density for word sense disambiguation and text classification

COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Exploring an auxiliary distribution based approach to domain adaptation of a syntactic disambiguation model

CrossParser '08 Coling 2008: Proceedings of the workshop on Cross-Framework and Cross-Domain Parser Evaluation
A web-based demonstrator of a multi-lingual phrase-based translation system

EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Posters & Demonstrations
Semantic role labeling for coreference resolution

EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Posters & Demonstrations
Incremental parsing models for dialog task structure

EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Learning to interpret utterances using dialogue history

EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Deterministic shift-reduce parsing for unification-based grammars by using default unification

EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Structural correspondence learning for parse disambiguation

EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
Semantic Role Labeling of NomBank: a maximum entropy approach

EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Extremely lexicalized models for accurate and fast HPSG parsing

EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
BestCut: a graph algorithm for coreference resolution

EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
A skip-chain conditional random field for ranking meeting utterances by importance

EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
A machine learning approach to sentiment analysis in multilingual Web texts

Information Retrieval
Semantic labeling of compound nominalization in Chinese

MWE '07 Proceedings of the Workshop on a Broader Perspective on Multiword Expressions
When Harry met Harri: cross-lingual name spelling normalization

EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
A discriminative candidate generator for string transformations

EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Seed and Grow: augmenting statistically generated summary sentences using schematic word patterns

EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Mention detection crossing the language barrier

EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Question classification using head words and their hypernyms

EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Relative rank statistics for dialog analysis

EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Competitive self-trained pronoun interpretation

HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
Maximum entropy modeling in sparse semantic tagging

HLT-SRWS '04 Proceedings of the Student Research Workshop at HLT-NAACL 2004
Word domain disambiguation via word sense disambiguation

NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
Joint morphological-lexical language modeling for machine translation

NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
A high accuracy method for semi-supervised information extraction

NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
Simulated Iterative Classification A New Learning Procedure for Graph Labeling

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
A hybrid generative/discriminative approach to semi-supervised classifier design

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Context-dependent alignment models for statistical machine translation

NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Japanese query alteration based on semantic similarity

NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Using a maximum entropy model to build segmentation lattices for MT

NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Graph-cut-based anaphoricity determination for coreference resolution

NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Towards natural language understanding of partial speech recognition results in dialogue systems

NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers
Multi-scale personalization for voice search applications

NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers
Disambiguation of preposition sense using linguistically motivated features

SRWS '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Student Research Workshop and Doctoral Consortium
Evaluating impact of re-training a lexical disambiguation model on domain adaptation of an HPSG parser

IWPT '07 Proceedings of the 10th International Conference on Parsing Technologies
A log-linear model with an n-gram reference distribution for accurate HPSG parsing

IWPT '07 Proceedings of the 10th International Conference on Parsing Technologies
PNNL: a supervised maximum entropy approach to word sense disambiguation

SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
PU-BCD: exponential family models for the coarse- and fine-grained all-words tasks

SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
The impact of morphological stemming on Arabic mention detection and coreference resolution

Semitic '05 Proceedings of the ACL Workshop on Computational Approaches to Semitic Languages
Evaluating the effects of treebank size in a practical application for parsing

SETQA-NLP '08 Software Engineering, Testing, and Quality Assurance for Natural Language Processing
Combining knowledge- and corpus-based word-sense-disambiguation methods

Journal of Artificial Intelligence Research
A comparison of different machine transliteration models

Journal of Artificial Intelligence Research
Knowledge derived from wikipedia for computing semantic relatedness

Journal of Artificial Intelligence Research
Sentence compression as tree transduction

Journal of Artificial Intelligence Research
A ranking approach to pronoun resolution

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Subtree mining for question classification problem

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Morphological annotation of a large spontaneous speech corpus in Japanese

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Semi-supervised learning for multi-component data classification

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Generalizing local translation models

SSST '08 Proceedings of the Second Workshop on Syntax and Structure in Statistical Translation
Chunk-level reordering of source language sentences with automatically learned rules for statistical machine translation

SSST '07 Proceedings of the NAACL-HLT 2007/AMTA Workshop on Syntax and Structure in Statistical Translation
Three models for discriminative machine translation using global lexical selection and sentence reconstruction

SSST '07 Proceedings of the NAACL-HLT 2007/AMTA Workshop on Syntax and Structure in Statistical Translation
Training non-parametric features for statistical machine translation

StatMT '07 Proceedings of the Second Workshop on Statistical Machine Translation
A POS-based model for long-range reorderings in SMT

StatMT '09 Proceedings of the Fourth Workshop on Statistical Machine Translation
The evolution of a statistical NLP course

TeachCL '08 Proceedings of the Third Workshop on Issues in Teaching Computational Linguistics
The value of parsing as feature generation for gene mention recognition

Journal of Biomedical Informatics
Feature selection techniques for maximum entropy based biomedical named entity recognition

Journal of Biomedical Informatics
Corpus-oriented development of Japanese HPSG parsers

ACLstudent '05 Proceedings of the ACL Student Research Workshop
High-accuracy annotation and parsing of CHILDES transcripts

CACLA '07 Proceedings of the Workshop on Cognitive Aspects of Computational Language Acquisition
Maximum entropy algorithm with inexact upper entropy bound based on Fup basis functions with compact support

Journal of Computational Physics
A machine learning approach to acronym generation

ISMB '05 Proceedings of the ACL-ISMB Workshop on Linking Biological Literature, Ontologies and Databases: Mining Biological Semantics
Stacked sequential learning

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
A probabilistic learning method for XML annotation of documents

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Comparative experiments on learning information extractors for proteins and their interactions

Artificial Intelligence in Medicine
Morphology-Based Segmentation Combination for Arabic Mention Detection

ACM Transactions on Asian Language Information Processing (TALIP)
Cross-Language Information Propagation for Arabic Mention Detection

ACM Transactions on Asian Language Information Processing (TALIP)
Two learning approaches for protein name extraction

Journal of Biomedical Informatics
Multimodal floor control shift detection

Proceedings of the 2009 international conference on Multimodal interfaces
Using semantic analysis to improve speech recognition performance

Computer Speech and Language
Improved features and models for detecting edit disfluencies in transcribing spontaneous Mandarin speech

IEEE Transactions on Audio, Speech, and Language Processing
A novel video summarization based on mining the story-structure and semantic relations among concept entities

IEEE Transactions on Multimedia - Special issue on integration of context and content
Corrective modeling for non-projective dependency parsing

Parsing '05 Proceedings of the Ninth International Workshop on Parsing Technology
Probabilistic models for disambiguation of an HPSG-based chart generator

Parsing '05 Proceedings of the Ninth International Workshop on Parsing Technology
Efficacy of beam thresholding, unification filtering and hybrid parsing in probabilistic HPSG parsing

Parsing '05 Proceedings of the Ninth International Workshop on Parsing Technology
Chunk parsing revisited

Parsing '05 Proceedings of the Ninth International Workshop on Parsing Technology
Statistical shallow semantic parsing despite little training data

Parsing '05 Proceedings of the Ninth International Workshop on Parsing Technology
Climbing the path to grammar: a maximum entropy model of subject/object learning

PMHLA '05 Proceedings of the Workshop on Psychocomputational Models of Human Language Acquisition
Automatically detecting action items in audio meeting recordings

SigDIAL '06 Proceedings of the 7th SIGdial Workshop on Discourse and Dialogue
Extracting opinions, opinion holders, and topics expressed in online news media text

SST '06 Proceedings of the Workshop on Sentiment and Subjectivity in Text
Discriminative reordering models for statistical machine translation

StatMT '06 Proceedings of the Workshop on Statistical Machine Translation
Selecting features of linear-chain conditional random fields via greedy stage-wise algorithms

Pattern Recognition Letters
Structured prediction with reinforcement learning

Machine Learning
Extracting comparative sentences from Korean text documents using comparative lexical patterns and machine learning techniques

ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Language independent word segmentation for statistical machine translation

Proceedings of the 3rd International Universal Communication Symposium
Accurate learning for Chinese function tags from minimal features

ACLstudent '09 Proceedings of the ACL-IJCNLP 2009 Student Research Workshop
Punctuation as implicit annotations for chinese word segmentation

Computational Linguistics
Brutus: a semantic role labeling system incorporating CCG, CFG, and dependency features

ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
Towards Interpreting Task-Oriented Utterance Sequences

AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Application Study of Hidden Markov Model and Maximum Entropy in Text Information Extraction

AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
A Semi-supervised Approach for Maximum Entropy Based Hindi Named Entity Recognition

PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Building a large syntactically-annotated corpus of Vietnamese

ACL-IJCNLP '09 Proceedings of the Third Linguistic Annotation Workshop
Semi-supervised semantic role labeling using the latent words language model

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Investigation of question classifier in question answering

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Adapting a polarity lexicon using integer linear programming for domain-specific sentiment classification

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Can Chinese phonemes improve machine transliteration?: a comparative study of English-to-Chinese transliteration models

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
A syntactified direct translation model with linear-time decoding

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Accurate semantic class classifier for coreference resolution

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Discovery of term variation in Japanese web search queries

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Polynomial to linear: efficient classification with conjunctive features

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Machine transliteration using target-language grapheme and phoneme: multi-engine transliteration approach

NEWS '09 Proceedings of the 2009 Named Entities Workshop: Shared Task on Transliteration
Korean POI word segmentation and tagging for speech interfac in-vehicle navigation system

ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3
An expectation maximization approach to pronoun resolution

CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Semantic role lableing system using maximum entropy classifier

CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Integrating linguistic knowledge into a conditional random fieldframework to identify biomedical named entities

Expert Systems with Applications: An International Journal
OSU-2: generating referring expressions with a maximum entropy classifier

INLG '08 Proceedings of the Fifth International Natural Language Generation Conference
Can I finish?: learning when to respond to incremental interpretation results in interactive dialogue

SIGDIAL '09 Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Chinese prosodic phrasing with the source-channel modela

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Personalized click prediction in sponsored search

Proceedings of the third ACM international conference on Web search and data mining
Confidence-based stopping criteria for active learning for data annotation

ACM Transactions on Speech and Language Processing (TSLP)
Extracting learning concepts from educational texts in intelligent tutoring systems automatically

Expert Systems with Applications: An International Journal
Iterative Scaling and Coordinate Descent Methods for Maximum Entropy Models

The Journal of Machine Learning Research
Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data

The Journal of Machine Learning Research
Evaluating hybrid versus data-driven coreference resolution

DAARC'07 Proceedings of the 6th discourse anaphora and anaphor resolution conference on Anaphora: analysis, algorithms and applications
A method for stochastic constrained optimization using derivative-free surrogate pattern search and collocation

Journal of Computational Physics
Knowledge-guided inference for voice-enabled CAD

Computer-Aided Design
Identification of Chinese verb nominalization using support vector machine

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Semantic tracking in peer-to-peer topic maps management

DNIS'07 Proceedings of the 5th international conference on Databases in networked information systems
From web directories to ontologies: natural language processing challenges

ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Fusion of multiple features for chinese named entity recognition based on CRF model

AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Improving hierarchical taxonomy integration with semantic feature expansion on category-specific terms

AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Seeing several stars: a rating inference task for a document containing several evaluation criteria

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Semantic and syntactic features for dutch coreference resolution

CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
A maximum entropy approach for spoken Chinese understanding

CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Applying maximum entropy to known-item email retrieval

ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Alternating projections for learning with expectation constraints

UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Chinese prosodic word prediction using the conditional random fields

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
A new topic filter based on maximum entropy model

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Using non-extensive entropy for text classification

ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
A neural tree and its application to spam e-mail detection

Expert Systems with Applications: An International Journal
An information-theoretic framework for semantic-multimedia retrieval

ACM Transactions on Information Systems (TOIS)
Maximum entropy-based reinforcement learning using a confidence measure in speech recognition for telephone speech

IEEE Transactions on Audio, Speech, and Language Processing
Interpretation of partial utterances in virtual human dialogue systems

HLT-DEMO '10 Proceedings of the NAACL HLT 2010 Demonstration Session
Learning translation boundaries for phrase-based decoding

HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Improving semantic role labeling with word sense

HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Automatic diacritization for low-resource languages using a hybrid word and consonant CMM

HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Softmax-margin CRFs: training log-linear models with cost functions

HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
An extractive supervised two-stage method for sentence compression

HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Unsupervised induction of semantic roles

HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Dependency parsing and projection based on word-pair classification

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Error detection for statistical machine translation using linguistic features

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
On jointly recognizing and aligning bilingual named entities

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
A taxonomy, dataset, and classifier for automatic noun compound interpretation

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Hard constraints for grammatical function labelling

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Supervised noun phrase coreference research: the first fifteen years

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Detecting experiences from weblogs

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
A joint rule selection model for hierarchical phrase-based translation

ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
Cross-lingual adaptation as a baseline: adapting maximum entropy models to Bulgarian

AdaptLRTtoND '09 Proceedings of the Workshop on Adaptation of Language Resources and Technology to New Domains
ISI: Automatic classification of relations between nominals using a maximum entropy classifier

SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
CityU-DAC: Disambiguating sentiment-ambiguous adjectives within context

SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
A joint model for normalizing gene and organism mentions in text

WBIE '09 Proceedings of the Workshop on Biomedical Information Extraction
Cascading classifiers for named entity recognition in clinical notes

WBIE '09 Proceedings of the Workshop on Biomedical Information Extraction
Learning simple Wikipedia: a cogitation in ascertaining abecedarian language

CL&W '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Linguistics and Writing: Writing Processes and Authoring Aids
Active learning with sampling by uncertainty and density for data annotations

IEEE Transactions on Audio, Speech, and Language Processing
Statistical transformation of language and pronunciation models for spontaneous speech recognition

IEEE Transactions on Audio, Speech, and Language Processing
A new supervised learning algorithm for word sense disambiguation

AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Extracting information for generating a diabetes report card from free text in physicians notes

Louhi '10 Proceedings of the NAACL HLT 2010 Second Louhi Workshop on Text and Data Mining of Health Documents
Maximum entropy translation model in dependency-based MT framework

WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
Integration of multiple bilingually-learned segmentation schemes into statistical machine translation

WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
NLP on spoken documents without ASR

EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Cross language text classification by model translation and semi-supervised learning

EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Feature selection for fluency ranking

INLG '10 Proceedings of the 6th International Natural Language Generation Conference
Comparison of different algebras for inducing the temporal structure of texts

COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Structure-aware review mining and summarization

COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Enhancing morphological alignment for translating highly inflected languages

COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
An exploration of features for recognizing word emotion

COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Phrase-based statistical machine translation by using reordering search and additional features

ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
A semantic analyzer for aiding emotion recognition in Chinese

ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Extracting protein sub-cellular localizations from literature

AMT'10 Proceedings of the 6th international conference on Active media technology
Automatic extraction of destinations, origins and route parts from human generated route directions

GIScience'10 Proceedings of the 6th international conference on Geographic information science
Finding relevant features for Korean comparative sentence extraction

Pattern Recognition Letters
The application of structured learning in natural language processing

Machine Translation
Multimodal interactive machine translation

International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction
Word sense disambiguation methods

Programming and Computing Software
Aspect-based sentiment analysis of movie reviews on discussion boards

Journal of Information Science
Active learning in multimedia annotation and retrieval: A survey

ACM Transactions on Intelligent Systems and Technology (TIST)
Entity relationship extraction based on potential relationship pattern

WISM'10 Proceedings of the 2010 international conference on Web information systems and mining
Scalable clustering of news search results

Proceedings of the fourth ACM international conference on Web search and data mining
Protein interaction detection in sentences via Gaussian Processes: a preliminary evaluation

International Journal of Data Mining and Bioinformatics
LTP: a Chinese Language Technology Platform

COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Demonstrations
Dialogue act modeling in a complex task-oriented domain

SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
What's in a preposition?: dimensions of sense disambiguation for an interesting word class

COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Improving name origin recognition with context features and unlabelled data

COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Machine transliteration: leveraging on third languages

COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Explanation knowledge graph construction through causality extraction from texts

Journal of Computer Science and Technology
Pretreatment for speech machine translation

ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume Part II
Exploitation of Machine Learning Techniques in Modelling Phrase Movements for Machine Translation

The Journal of Machine Learning Research
Utilizing gestures to improve sentence boundary detection

Multimedia Tools and Applications
Word segmentation for dialect translation

CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Identification of conjunct verbs in hindi and its effect on parsing accuracy

CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Computational linguistics and natural language processing

CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
An efficient approach to learning inhomogeneous gibbs model

CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Classifying dialogue in high-dimensional space

ACM Transactions on Speech and Language Processing (TSLP)
Analyzing and integrating dependency parsers

Computational Linguistics
An approach for adaptive associative classification

Expert Systems with Applications: An International Journal
Learning search heuristics for finding objects in structured environments

Robotics and Autonomous Systems
SEEN: a semantic dependency analyzer for Chinese

ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Argumentation mining

Artificial Intelligence and Law
Constructing maximum entropy language models for movie review subjectivity analysis

Journal of Computer Science and Technology
Joint bilingual sentiment classification with unlabeled parallel corpora

HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
A statistical tree annotator and its applications

HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Parsing the internal structure of words: a new paradigm for Chinese word segmentation

HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Extracting comparative entities and predicates from texts using comparative type classification

HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Improving on-line handwritten recognition using translation models in multimodal interactive machine translation

HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
A scalable probabilistic classifier for language modeling

HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Narrowing the modeling gap: a cluster-ranking approach to coreference resolution

Journal of Artificial Intelligence Research
Summarizing decisions in spoken meetings

WASDGML '11 Proceedings of the Workshop on Automatic Summarization for Different Genres, Media, and Languages
Topic-oriented information detection and scoring

PAISI'11 Proceedings of the 6th Pacific Asia conference on Intelligence and security informatics
Improving subtree-based question classification classifiers with word-cluster models

NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Compositional question answering: A divide and conquer approach

Information Processing and Management: an International Journal
Detecting structural events for assessing non-native speech

IUNLPBEA '11 Proceedings of the 6th Workshop on Innovative Use of NLP for Building Educational Applications
Trends and advances in speech recognition

IBM Journal of Research and Development
Large-scale question classification in cQA by leveraging Wikipedia semantic knowledge

Proceedings of the 20th ACM international conference on Information and knowledge management
Integrating source-language context into phrase-based statistical machine translation

Machine Translation
Probabilistic models for query approximation with large sparse binary data sets

UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Using semi-supervised learning for question classification

ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Improving machine transliteration performance by using multiple transliteration models

ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
A probabilistic feature based maximum entropy model for chinese named entity recognition

ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Feature rich translation model for example-based machine translation

ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Text segmentation criteria for statistical machine translation

FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
Uncertainty-based active learning with instability estimation for text classification

ACM Transactions on Speech and Language Processing (TSLP)
A systematic comparison of feature-rich probabilistic classifiers for NER tasks

PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
A maximum entropy model for transforming sentences to logical form

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Maximum entropy distribution estimation with generalized regularization

COLT'06 Proceedings of the 19th annual conference on Learning Theory
Learning to integrate web taxonomies with fine-grained relations: a case study using maximum entropy model

AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
A classifier design based on combining multiple components by maximum entropy principle

AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Phoneme-Based transliteration of foreign names for OOV problem

IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
An english-hindi statistical machine translation system

IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Word folding: taking the snapshot of words instead of the whole

IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Using a smoothing maximum entropy model for chinese nominal entity tagging

IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Tagging complex NEs with maxent models: layered structures versus extended tagset

IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Content-based mobile spam classification using stylistically motivated features

Pattern Recognition Letters
A comparative study on feature reduction approaches in Hindi and Bengali named entity recognition

Knowledge-Based Systems
Abbreviation recognition with maxent model

CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Chinese noun phrase metaphor recognition with maximum entropy approach

CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Scientific data lossless compression using fast neural network

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Tree-structured conditional random fields for semantic annotation

ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Prosodic boundary prediction based on maximum entropy model with error-driven modification

ISCSLP'06 Proceedings of the 5th international conference on Chinese Spoken Language Processing
Prosodic word prediction using a maximum entropy approach

ISCSLP'06 Proceedings of the 5th international conference on Chinese Spoken Language Processing
Contextual maximum entropy model for edit disfluency detection of spontaneous speech

ISCSLP'06 Proceedings of the 5th international conference on Chinese Spoken Language Processing
Some improvements in phrase-based statistical machine translation

ISCSLP'06 Proceedings of the 5th international conference on Chinese Spoken Language Processing
Mining OOV translations from mixed-language web pages for cross language information retrieval

ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Classification with maximum entropy modeling of predictive association rules

ECML'05 Proceedings of the 16th European conference on Machine Learning
Toward learning and evaluation of dialogue policies with text examples

SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
Reconstruction of probability density functions from channel representations

SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Task-Oriented web user modeling for recommendation

UM'05 Proceedings of the 10th international conference on User Modeling
iASA: learning to annotate the semantic web

Journal on Data Semantics IV
Query-focused multi-document summarization: Automatic data annotations and supervised learning approaches

Natural Language Engineering
A framework for incorporating class priors into discriminative classification

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
From legacy documents to XML: a conversion framework

ECDL'05 Proceedings of the 9th European conference on Research and Advanced Technology for Digital Libraries
Predicting a scientific community's response to an article

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Entire relaxation path for maximum entropy problems

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Efficient subsampling for training complex language models

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
A fast, accurate, non-projective, semantically-enriched parser

EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Automatic image annotation using maximum entropy model

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Chunking using conditional random fields in korean texts

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Adapting a probabilistic disambiguation model of an HPSG parser to a new domain

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Period disambiguation with maxent model

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
An ensemble of grapheme and phoneme for machine transliteration

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Exploring syntactic relation patterns for question answering

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Semantic role labelling of prepositional phrases

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Towards robust high performance word sense disambiguation of english verbs using rich linguistic features

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
A study of the influence of pos tagging on WSD

TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Extracting targets and attributes of medical findings from radiology reports in a mixture of languages

Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Improving transliteration with precise alignment of phoneme chunks and using contextual features

AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
The Ising decoder: reading out the activity of large neural ensembles

Journal of Computational Neuroscience
Efficient accurate syntactic direct translation models: one tree at a time

Machine Translation
Online named entity recognition method for microtexts in social networking services: A case study of twitter

Expert Systems with Applications: An International Journal
C-TOBI-Based pitch accent prediction using maximum-entropy model

ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part III
Text based dialog act classification for multiparty meetings

MLMI'06 Proceedings of the Third international conference on Machine Learning for Multimodal Interaction
A maximum entropy approach to syntactic translation rule filtering

CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
User-oriented ontology-based clustering of stored memories

Expert Systems with Applications: An International Journal
Integrating Generative and Discriminative Character-Based Models for Chinese Word Segmentation

ACM Transactions on Asian Language Information Processing (TALIP)
Studies on the automatic recognition of modern chinese conjunction usages

ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Discriminative features in reversible stochastic attribute-value grammars

UCNLG+EVAL '11 Proceedings of the UCNLG+Eval: Language Generation and Evaluation Workshop
Exploiting shopping and reviewing behavior to re-score online evaluations

Proceedings of the 21st international conference companion on World Wide Web
Tree parsing with synchronous tree-adjoining grammars

IWPT '11 Proceedings of the 12th International Conference on Parsing Technologies
The latent words language model

Computer Speech and Language
Integrating historical noisy answers for improving data utility under differential privacy

Proceedings of the 15th International Conference on Extending Database Technology
Deriving a statistical syntactic parsing from a treebank

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Using an ensemble system to improve concept extraction from clinical records

Journal of Biomedical Informatics
The Latent Maximum Entropy Principle

ACM Transactions on Knowledge Discovery from Data (TKDD)
Joint estimation of confidence and error causes in speech recognition

Speech Communication
Did it happen? the pragmatic complexity of veridicality assessment

Computational Linguistics
Content classification of development emails

Proceedings of the 34th International Conference on Software Engineering
Multimedia features for click prediction of new ads in display advertising

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
A semi supervised learning model for mapping sentences to logical form with ambiguous supervision

NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
A scalable distributed syntactic, semantic, and lexical language model

Computational Linguistics
Tree representations in probabilistic models for extended named entities detection

EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Optimized online rank learning for machine translation

NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
A comparative investigation of morphological language modeling for the languages of the European union

NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Predicting responses to microblog posts

NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Learning to Recognize Textual Entailment in Japanese Texts with the Utilization of Machine Translation

ACM Transactions on Asian Language Information Processing (TALIP) - Special Issue on RITE
Automatic animacy classification

NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop
Combining heterogeneous classifiers for word-sense disambiguation

SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
Time as a measure of parsing efficiency

Proceedings of the COLING-2000 Workshop on Efficiency In Large-Scale Parsing Systems
Semantic annotation for generation: issues in annotating a corpus to develop and evaluate discourse entity realization algorithms

Proceedings of the COLING-2000 Workshop on Semantic Annotation and Intelligent Content
A lexico-semantic pattern language for learning ontology instances from text

Web Semantics: Science, Services and Agents on the World Wide Web
Utilizing cumulative logit models and human computation on automated speech assessment

Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
NAIST at the HOO 2012 shared task

Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
Modeling the translation of predicate-argument structure for SMT

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Phrase-based approach for adaptive tokenization

SIGMORPHON '12 Proceedings of the Twelfth Meeting of the Special Interest Group on Computational Morphology and Phonology
User demographics and language in an implicit social network

EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Temporal classification of medical events

BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
Learning to model multilingual unrestricted coreference in OntoNotes

CoNLL '12 Joint Conference on EMNLP and CoNLL - Shared Task
A study in how NLU performance can affect the choice of dialogue system architecture

SIGDIAL '12 Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Image retrieval and annotation using maximum entropy

CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
An approach to hierarchical email categorization based on ME

NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems
A framework of NLP based information tracking and related knowledge organizing with topic maps

NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems
Credibility-based product ranking for C2C transactions

Proceedings of the 21st ACM international conference on Information and knowledge management
A comparative study of feature selection and machine learning techniques for sentiment analysis

Proceedings of the 2012 ACM Research in Applied Computation Symposium
Chinese morphological analysis using morpheme and character features

PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
An iterative scaling algorithm for maximum entropy reasoning in relational probabilistic conditional logic

SUM'12 Proceedings of the 6th international conference on Scalable Uncertainty Management
An information-theoretic measure to evaluate parsing difficulty across treebanks

ACM Transactions on Speech and Language Processing (TSLP)
RETRACTED: Sentiment Analysis in Decision Sciences Research: An Illustration to IT Governance

Decision Support Systems
Coupling an annotated corpus and a lexicon for state-of-the-art POS tagging

Language Resources and Evaluation
A Two-Phase Framework for Learning Logical Structures of Paragraphs in Legal Articles

ACM Transactions on Asian Language Information Processing (TALIP)
Bagging and Boosting statistical machine translation systems

Artificial Intelligence
Classifying Consumer Comparison Opinions to Uncover Product Strengths and Weaknesses

International Journal of Intelligent Information Technologies
Studies on automatic recognition of contemporary chinese common preposition usage

CLSW'12 Proceedings of the 13th Chinese conference on Chinese Lexical Semantics
Detecting concept relations in clinical text: Insights from a state-of-the-art model

Journal of Biomedical Informatics
A text processing pipeline to extract recommendations from radiology reports

Journal of Biomedical Informatics
Measures of statistical dispersion based on Shannon and Fisher information concepts

Information Sciences: an International Journal
A joint model to identify and align bilingual named entities

Computational Linguistics
Psychological advertising: exploring user psychology for click prediction in sponsored search

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
An introduction to artificial prediction markets for classification

The Journal of Machine Learning Research
What you want is not what you get: predicting sharing policies for text-based content on facebook

Proceedings of the 2013 ACM workshop on Artificial intelligence and security
Statistical machine translation enhancements through linguistic levels: A survey

ACM Computing Surveys (CSUR)
Distortion Model Based on Word Sequence Labeling for Statistical Machine Translation

ACM Transactions on Asian Language Information Processing (TALIP)
Sampling dilemma: towards effective data sampling for click prediction in sponsored search

Proceedings of the 7th ACM international conference on Web search and data mining
TEMPTING system: A hybrid method of rule and machine learning for temporal relation extraction in patient discharge summaries

Journal of Biomedical Informatics
To gather together for a better world: understanding and leveraging communities in micro-lending recommendation

Proceedings of the 23rd international conference on World wide web
Measuring the privacy of user profiles in personalized information systems

Future Generation Computer Systems
CALA: An unsupervised URL-based web page classification system

Knowledge-Based Systems
Autonomously learning to visually detect where manipulation will succeed

Autonomous Robots
Aligned-Parallel-Corpora Based Semi-Supervised Learning for Arabic Mention Detection

IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Rethinking Stream Ciphers: Can Extracting be Better than Expanding?

Wireless Personal Communications: An International Journal
Enhanced semantic representation for improved ontology-based information retrieval

International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers of KES2012-Part 2 of 2
Maximum-entropy word alignment and posterior-based phrase extraction for machine translation

Machine Translation

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Abstract

The concept of maximum entropy can be traced back along multiple threads to Biblical times. Only recently, however, have computers become powerful enough to permit the widescale application of this concept to real world problems in statistical estimation and pattern recognition. In this paper, we describe a method for statistical modeling based on maximum entropy. We present a maximum-likelihood approach for automatically constructing maximum entropy models and describe how to implement this approach efficiently, using as examples several problems in natural language processing.