Learning with Probabilistic Representations
Machine Learning - Special issue on learning with probabilistic representations
intelligence
Using Decision Trees to Construct a Practical Parser
Machine Learning - Special issue on natural language learning
A general language model for information retrieval (poster abstract)
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Recognition of Visual Activities and Interactions by Stochastic Parsing
IEEE Transactions on Pattern Analysis and Machine Intelligence
A natural language interface for information retrieval from forms on the World Wide Web
ICIS '99 Proceedings of the 20th international conference on Information Systems
A brief introduction to natural language processing for non-linguists
Learning language in logic
Learning for semantic interpretation: scaling up without dumbing down
Learning language in logic
Unsupervised lexical learning with Categorial Grammars using the LLL corpus
Learning language in logic
Text categorization for multi-page documents: a hybrid naive Bayes HMM approach
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
Stochastic lambda calculus and monads of probability distributions
POPL '02 Proceedings of the 29th ACM SIGPLAN-SIGACT symposium on Principles of programming languages
Exploiting global input/output access pattern classification
SC '97 Proceedings of the 1997 ACM/IEEE conference on Supercomputing
Parameter Estimation in Stochastic Logic Programs
Machine Learning
Lip feature extraction using red exclusion
VIP '00 Selected papers from the Pan-Sydney workshop on Visualisation - Volume 2
Audio-visual speech recognition using red exclusion and neural networks
ACSC '02 Proceedings of the twenty-fifth Australasian conference on Computer science - Volume 4
Theoretical Computer Science
Comparison of three machine-learning methods for Thai part-of-speech tagging
ACM Transactions on Asian Language Information Processing (TALIP)
Probabilistic Pattern Matching and the Evolution of Stochastic Regular Expressions
Applied Intelligence
Graeme Kennedy, An Introduction to Corpus Linguistics
Machine Translation
ACM Transactions on Asian Language Information Processing (TALIP)
Bayesian Models for Keyhole Plan Recognition in an Adventure Game
User Modeling and User-Adapted Interaction
Hidden Markov Models for Text Categorization in Multi-Page Documents
Journal of Intelligent Information Systems
Incremental Syntactic Parsing of Natural Language Corpora with Simple Synchrony Networks
IEEE Transactions on Knowledge and Data Engineering
Recognizing Mathematical Expressions Using Tree Transformation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning to Classify Parallel Input/Output Access Patterns
IEEE Transactions on Parallel and Distributed Systems
IEEE Expert: Intelligent Systems and Their Applications
Accelerating the CKY Parsing Using FPGAs
HiPC '02 Proceedings of the 9th International Conference on High Performance Computing
Implementing a Semantic Lexicon
ICCS '99 Proceedings of the 7th International Conference on Conceptual Structures: Standards and Practices
Toward an Enhancement of Textual Database Retrieval Using NLP Techniques
NLDB '00 Proceedings of the 5th International Conference on Applications of Natural Language to Information Systems-Revised Papers
Clustering Categorical Data: An Approach Based on Dynamical Systems
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Dialogue Modelling for a Conversational Agent
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Language and Commonsense Knowledge
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Working Towards Connectionist Modelling of Term Formation
Proceedings of the 6th International Conference on Computational Intelligence, Theory and Applications: Fuzzy Days
Evolutionary Parsing for a Probabilistic Context Free Grammar
RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
Bidirectional Dynamics for Protein Secondary Structure Prediction
Sequence Learning - Paradigms, Algorithms, and Applications
Machine Learning in Human Language Technology
Machine Learning and Its Applications, Advanced Lectures
When Stålhandski becomes Steelglove: A Corpus Based Study of Names in Paralle Text
AMTA '98 Proceedings of the Third Conference of the Association for Machine Translation in the Americas on Machine Translation and the Information Soup
A Graphical Method for Parameter Learning of Symbolic-Statistical Models
DS '99 Proceedings of the Second International Conference on Discovery Science
Clustering categorical data: an approach based on dynamical systems
The VLDB Journal — The International Journal on Very Large Data Bases
A machine learning approach to modeling scope preferences
Computational Linguistics
Action Recognition Using Probabilistic Parsing
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Image Modeling with Position-Encoding Dynamic Trees
IEEE Transactions on Pattern Analysis and Machine Intelligence
Incorporating query term dependencies in language models for document retrieval
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
A comparison of various approaches for using probabilistic dependencies in language modeling
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Bottom-up relational learning of pattern matching rules for information extraction
The Journal of Machine Learning Research
Improving accuracy in word class tagging through the combination of machine learning systems
Computational Linguistics
New figures of merit for best-first probabilistic chart parsing
Computational Linguistics
Selective sampling for example-based word sense disambiguation
Computational Linguistics
PCFG models of linguistic tree representations
Computational Linguistics
MARSYAS: a framework for audio analysis
Organised Sound
Surface-marker-based dialog modelling: A progress report on the MAREDI project
Natural Language Engineering
A definition and short history of Language Engineering
Natural Language Engineering
Restricted representation of phrase structure grammar for building a tree annotated corpus of Korean
Natural Language Engineering
EACL '95 Proceedings of the seventh conference on European chapter of the Association for Computational Linguistics
Practical glossing by prioritised tiling
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Using decision trees to construct a practical parser
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Corpus statistics meet the noun compound: some empirical results
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Computing optimal descriptions for Optimality Theory grammars with context-free position structures
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Optimizing the mutual intelligibility of linguistic agents in a shared world
Artificial Intelligence
A class-based probabilistic approach to structural disambiguation
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Automatic extraction of semantic relations from specialized corpora
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Language identification in unknown signals
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Learning dialog act processing
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
Tagging spoken language using written language statistics
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
A gradual refinement model for a robust thai morphological analyzer
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
Mining massive document collections by the WEBSOM method
Information Sciences: an International Journal - Special issue: Soft computing data mining
Computational Modeling and Analysis of Knowledge Sharing in Collaborative Distance Learning
User Modeling and User-Adapted Interaction
Analysis system of speech acts and discourse structures using maximum entropy model
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
A selectionist theory of language acquisition
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
A text-mining system for knowledge discovery from biomedical documents
IBM Systems Journal
Parsing with Probabilistic Strictly Locally Testable Tree Languages
IEEE Transactions on Pattern Analysis and Machine Intelligence
Japanese text input system with digits
HLT '01 Proceedings of the first international conference on Human language technology research
Parse forest computation of expected governors
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
A probabilistic earley parser as a psycholinguistic model
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Probabilistic parsing for German using sister-head dependencies
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Deep syntactic processing by combining shallow methods
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Word sense disambiguation using pairwise alignment
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 2
Distributional phrase structure induction
ConLL '01 Proceedings of the 2001 workshop on Computational Natural Language Learning - Volume 7
An HMM approach to vowel restoration in Arabic and Hebrew
SEMITIC '02 Proceedings of the ACL-02 workshop on Computational approaches to semitic languages
Markov models for language-independent named entity recognition
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Minimizing Binding Errors Using Learned Conjunctive Features
Neural Computation
Minimizing Binding Errors Using Learned Conjunctive Features
Neural Computation
How to Design a Connectionist Holistic Parser
Neural Computation
Knowledge and Information Systems
Probabilistic parsing strategies
Journal of the ACM (JACM)
Semiotic Dynamics for Embodied Agents
IEEE Intelligent Systems
Attention shifting for parsing speech
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Annealing techniques for unsupervised statistical language learning
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Contrastive estimation: training log-linear models on unlabeled data
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Annealing structural bias in multilingual weighted grammar induction
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Self-organizing η-gram model for automatic word spacing
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Annotation strategies for probabilistic parsing in German
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Term aggregation: mining synonymous expressions using personal stylistic variations
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Estimation of consistent probabilistic context-free grammars
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Natural language tagging with genetic algorithms
Information Processing Letters
Journal of Biomedical Informatics
A new suffix tree similarity measure for document clustering
Proceedings of the 16th international conference on World Wide Web
Language, logic and ontology: Uncovering the structure of commonsense knowledge
International Journal of Human-Computer Studies
Probabilistic Context-Free Grammars Estimated from Infinite Distributions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Conversation Map: An Interface for Very Large-Scale Conversations
Journal of Management Information Systems
Text Entry Systems: Mobility, Accessibility, Universality
Text Entry Systems: Mobility, Accessibility, Universality
Time-efficient spam e-mail filtering using n-gram models
Pattern Recognition Letters
From ubgs to cfgs a practical corpus-driven approach
Natural Language Engineering
A simple method for citation metadata extraction using hidden markov models
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Computation of distances for regular and context-free probabilistic languages
Theoretical Computer Science
Information Sciences: an International Journal
A Machine Learning Approach to Test Data Generation: A Case Study in Evaluation of Gene Finders
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Adaptive Translation: Finding Interlingual Mappings Using Self-Organizing Maps
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Computational Linguistics
A probabilistic language based on sampling functions
ACM Transactions on Programming Languages and Systems (TOPLAS)
Methodological Review: Empirical distributional semantics: Methods and biomedical applications
Journal of Biomedical Informatics
Stochastic Parsing and Evolutionary Algorithms
Applied Artificial Intelligence
CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing
Learning a model of speaker head nods using gesture corpora
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
A priority model for named entities
BioNLP '06 Proceedings of the Workshop on Linking Natural Language Processing and Biology: Towards Deeper Biological Literature Analysis
A lexically-intensive algorithm for domain-specific knowlegde acquisition
NeMLaP3/CoNLL '98 Proceedings of the Joint Conferences on New Methods in Language Processing and Computational Natural Language Learning
How evolutionary algorithms are applied to statistical natural language processing
Artificial Intelligence Review
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
PRISM: a language for symbolic-statistical modeling
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Journal of Artificial Intelligence Research
A unified model of structural organization in language and music
Journal of Artificial Intelligence Research
The value of minimal prosodic information in spoken language corpora
Transcribe '98 Proceedings of the Workshop on Partially Automated Techniques for Transcribing Naturally Occurring Continuous Speech
Learning context-free grammar using improved tabular representation
Applied Soft Computing
Automatic thesaurus construction based on grammatical relations
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
IEEE Transactions on Signal Processing
A priority model for named entities
LNLBioNLP '06 Proceedings of the HLT-NAACL BioNLP Workshop on Linking Natural Language and Biology
A machine learning approach to assessing knowledge sharing during collaborative learning activities
CSCL '02 Proceedings of the Conference on Computer Support for Collaborative Learning: Foundations for a CSCL Community
Smoothing and compression with stochastic k-testable tree languages
Pattern Recognition
Studying the advantages of a messy evolutionary algorithm for natural language tagging
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Pattern extraction improves automata-based syntax analysis in songbirds
ACAL'07 Proceedings of the 3rd Australian conference on Progress in artificial life
Authorship analysis in cybercrime investigation
ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
A SOMAgent for machine translation
Expert Systems with Applications: An International Journal
A cognitive interactionist sentence parser with simple recurrent networks
Information Sciences: an International Journal
CMCL '10 Proceedings of the 2010 Workshop on Cognitive Modeling and Computational Linguistics
Viterbi training improves unsupervised dependency parsing
CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning
How does a box work? A study in the qualitative dynamics of solid objects
Artificial Intelligence
Computational Linguistics
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Automatic word spacing of erroneous sentences in mobile devices with limited hardware resources
Information Processing and Management: an International Journal
Formal and empirical grammatical inference
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts of ACL 2011
Simple unsupervised grammar induction from raw text with cascaded finite state models
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
POS tagging in Amazighe using support vector machines and conditional random fields
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Probabilistic state-dependent grammars for plan recognition
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Multiobjective genetic programming for natural language parsing and tagging
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
A chunking strategy towards unknown word detection in chinese word segmentation
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Data driven approaches to speech and language processing
Nonlinear Speech Modeling and Applications
Model based diagnosis and contexts in self adaptive software
Self-star Properties in Complex Information Systems
Automatic image description based on textual data
Journal on Data Semantics VII
Learning structural dependencies of words in the Zipfian tail
IWPT '11 Proceedings of the 12th International Conference on Parsing Technologies
Coupled hierarchical IR and stochastic models for surface information extraction
IRSG'98 Proceedings of the 20th Annual BCS-IRSG conference on Information Retrieval Research
Sequence models for automatic highlighting and surface information extraction
IRSG'99 Proceedings of the 21st Annual BCS-IRSG conference on Information Retrieval Research
Identification of related gene/protein names based on an HMM of name variations
Computational Biology and Chemistry
An information-theoretic measure to evaluate parsing difficulty across treebanks
ACM Transactions on Speech and Language Processing (TSLP)
Modeling human coding of free response data
Computers in Human Behavior
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From the Publisher:Eugene Charniak breaks new ground in artificial intelligence research by presenting statistical language processing from an artificial intelligence point of view in a text for researchers and scientists with a traditional computer science background. New, exacting empirical methods are needed to break the deadlock in such areas of artificial intelligence as robotics, knowledge representation, machine learning, machine translation, and natural language processing (NLP). It is time, Charniak observes, to switch paradigms. This text introduces statistical language processing techniques -- word tagging, parsing with probabilistic context free grammars, grammar induction, syntactic disambiguation, semantic word classes, word-sense disambiguation -- along with the underlying mathematics and chapter exercises. Charniak points out that as a method of attacking NLP problems, the statistical approach has several advantages. It is grounded in real text and therefore promises to produce usable results, and it offers an obvious way to approach learning: "one simply gathers statistics." Language, Speech, and Communication