Simulated annealing: theory and applications
Simulated annealing: theory and applications
Inducing Features of Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Probabilistic Networks and Expert Systems
Probabilistic Networks and Expert Systems
Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
Information Extraction with HMM Structures Learned by Stochastic Optimization
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Machine learning for information extraction in informal domains
Machine learning for information extraction in informal domains
A maximum entropy approach to named entity recognition
A maximum entropy approach to named entity recognition
Stochastic attribute-value grammars
Computational Linguistics
Collocation map for overcoming data sparseness
EACL '95 Proceedings of the seventh conference on European chapter of the Association for Computational Linguistics
Named Entity recognition without gazetteers
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
Named entity recognition: a maximum entropy approach using global information
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Markov models for language-independent named entity recognition
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Language independent NER using a maximum entropy tagger
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Collective information extraction with relational Markov networks
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Exploiting context for biomedical entity recognition: from syntax to the web
JNLPBA '04 Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications
Discriminative probabilistic models for relational data
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Improving the scalability of semi-Markov conditional random fields for named entity recognition
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Guessing parts-of-speech of unknown words using global information
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
An effective two-stage model for exploiting non-local dependencies in named entity recognition
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
A fast finite-state relaxation method for enforcing global constraints on sequence decoding
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Exploiting non-local features for spoken language understanding
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Efficient inference with cardinality-based clique potentials
Proceedings of the 24th international conference on Machine learning
Information distance from a question to an answer
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Practical use of non-local features for statistical spoken language understanding
Computer Speech and Language
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Mining named entity transliteration equivalents from comparable corpora
Proceedings of the 17th ACM conference on Information and knowledge management
Foundations and Trends in Databases
Combining image captions and visual analysis for image concept classification
Proceedings of the 9th International Workshop on Multimedia Data Mining: held in conjunction with the ACM SIGKDD 2008
On the Use of Structures for Spoken Language Understanding: A Two-Step Approach
IEICE - Transactions on Information and Systems
New information distance measure and its application in question answering system
Journal of Computer Science and Technology
Turning down the noise in the blogosphere
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Enforcing transitivity in coreference resolution
HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
BART: a modular toolkit for coreference resolution
HLT-Demonstrations '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Demo Session
Reducing long queries using query quality predictors
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Design challenges and misconceptions in named entity recognition
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
A simple feature-copying approach for long-distance dependencies
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning: Shared Task
Classifying what-type questions by head noun tagging
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Clique-based clustering for improving named entity recognition systems
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Syntactic phrase reordering for English-to-Arabic statistical machine translation
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
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 hybrid Markov/semi-Markov conditional random field for sequence segmentation
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Bayesian unsupervised topic segmentation
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Entity extraction is a boring solved problem: or is it?
NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
Deriving a large scale taxonomy from Wikipedia
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
PSNUS: web people name disambiguation by simple clustering with rich features
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Learning document-level semantic properties from free-text annotations
Journal of Artificial Intelligence Research
StatMT '09 Proceedings of the Fourth Workshop on Statistical Machine Translation
An integrated discriminative probabilistic approach to information extraction
Proceedings of the 18th ACM conference on Information and knowledge management
Automatic satire detection: are you having a laugh?
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Distant supervision for relation extraction without labeled data
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 2 - Volume 2
Place Enrichment by Mining the Web
AmI '09 Proceedings of the European Conference on Ambient Intelligence
A Robust Geometric Model for Argument Classification
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
A unified model of phrasal and sentential evidence for information extraction
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
Supervised models for coreference resolution
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
On the role of lexical features in sequence labeling
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Simple coreference resolution with rich syntactic and semantic features
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
Domain adaptive bootstrapping for named entity recognition
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Tracking terrorism news threads by extracting eventsignatures
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
Geotagging: using proximity, sibling, and prominence clues to understand comma groups
Proceedings of the 6th Workshop on Geographic Information Retrieval
Creating a dead poets society: extracting a social network of historical persons from the web
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Distinguishing between instances and classes in the wikipedia taxonomy
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
The impact of named entity normalization on information retrieval for question answering
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Information synthesis for answer validation
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Using GeoWordNet for geographical information retrieval
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
GeoTextMESS: result fusion with fuzzy Borda ranking in geographical information retrieval
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Ontology-based query construction for GeoCLEF
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Bayesian inference for finite-state transducers
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Learning to link entities with knowledge base
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Relaxed marginal inference and its application to dependency parsing
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Convolution kernels for opinion holder extraction
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Extracting social networks from literary fiction
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Automatic evaluation of linguistic quality in multi-document summarization
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Using document level cross-event inference to improve event extraction
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
Coreference resolution with reconcile
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
Using anaphora resolution to improve opinion target identification in movie reviews
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
Creating and evaluating a consensus for negated and speculative words in a Swedish clinical corpus
NeSp-NLP '10 Proceedings of the Workshop on Negation and Speculation in Natural Language Processing
Corry: A system for coreference resolution
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Annotating named entities in Twitter data with crowdsourcing
CSLDAMT '10 Proceedings of the NAACL HLT 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk
CSLDAMT '10 Proceedings of the NAACL HLT 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk
Determining the spatial reader scopes of news sources using local lexicons
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
An efficient location extraction algorithm by leveraging web contextual information
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
Recognizing biomedical named entities using skip-chain conditional random fields
BioNLP '10 Proceedings of the 2010 Workshop on Biomedical Natural Language Processing
CONE: metrics for automatic evaluation of named entity co-reference resolution
NEWS '10 Proceedings of the 2010 Named Entities Workshop
A multi-pass sieve for coreference resolution
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Collective cross-document relation extraction without labelled data
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Entity ranking using Wikipedia as a pivot
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Measuring the non-compositionality of multiword expressions
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
A cross-lingual annotation projection approach for relation detection
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Exploiting structured ontology to organize scattered online opinions
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Recognising entailment within discourse
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Recognition of affect, judgment, and appreciation in text
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Inducing fine-grained semantic classes via hierarchical and collective classification
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Hyper-community detection in the blogosphere
Proceedings of second ACM SIGMM workshop on Social media
A flexible rule-based method for interlinking, integrating, and enriching user data
ICWE'10 Proceedings of the 10th international conference on Web engineering
Modeling relations and their mentions without labeled text
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Place in perspective: extracting online information about points of interest
AmI'10 Proceedings of the First international joint conference on Ambient intelligence
Joint training for open-domain extraction on the web: exploiting overlap when supervision is limited
Proceedings of the fourth ACM international conference on Web search and data mining
Multimedia news exploration and retrieval by integrating keywords, relations and visual features
Multimedia Tools and Applications
Challenges from information extraction to information fusion
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Linguistic cues for distinguishing literal and non-literal usages
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Information extraction from Wikipedia using pattern learning
Acta Cybernetica
A clustering study of a 7000 EU document inventory using MDS and SOM
Expert Systems with Applications: An International Journal
Unified analysis of streaming news
Proceedings of the 20th international conference on World wide web
SCAD: collective discovery of attribute values
Proceedings of the 20th international conference on World wide web
Opinion word expansion and target extraction through double propagation
Computational Linguistics
Towards discovering criminal communities from textual data
Proceedings of the 2011 ACM Symposium on Applied Computing
Effect of overt pronoun resolution in topic tracking
LTC'09 Proceedings of the 4th conference on Human language technology: challenges for computer science and linguistics
A new multiword expression metric and its applications
Journal of Computer Science and Technology - Special issue on natural language processing
Taxonomy induction based on a collaboratively built knowledge repository
Artificial Intelligence
Hacking history via event extraction
Proceedings of the sixth international conference on Knowledge capture
Exploring entity relations for named entity disambiguation
HLT-SS '11 Proceedings of the ACL 2011 Student Session
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Bayesian inference for Zodiac and other homophonic ciphers
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Recognizing named entities in tweets
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Knowledge-based weak supervision for information extraction of overlapping relations
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Coreference resolution with world knowledge
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Using cross-entity inference to improve event extraction
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Peeling back the layers: detecting event role fillers in secondary contexts
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
BioNLP '11 Proceedings of BioNLP 2011 Workshop
Narrowing the modeling gap: a cluster-ranking approach to coreference resolution
Journal of Artificial Intelligence Research
Risk analysis for intellectual property litigation
Proceedings of the 13th International Conference on Artificial Intelligence and Law
MWE '11 Proceedings of the Workshop on Multiword Expressions: from Parsing and Generation to the Real World
Customizing an information extraction system to a new domain
RELMS '11 Proceedings of the ACL 2011 Workshop on Relational Models of Semantics
Mining English-Chinese Named Entity Pairs from Comparable Corpora
ACM Transactions on Asian Language Information Processing (TALIP)
Querying linked data using semantic relatedness: a vocabulary independent approach
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
The grouped author-topic model for unsupervised entity resolution
ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I
Introduction to linked data and its lifecycle on the web
RW'11 Proceedings of the 7th international conference on Reasoning web: semantic technologies for the web of data
Linking archives using document enrichment and term selection
TPDL'11 Proceedings of the 15th international conference on Theory and practice of digital libraries: research and advanced technology for digital libraries
MUSE: reviving memories using email archives
Proceedings of the 24th annual ACM symposium on User interface software and technology
Sentiment analysis of news titles the role of entities and a new affective lexicon
EPIA'11 Proceedings of the 15th Portugese conference on Progress in artificial intelligence
The Web as a Source of Evidence for Filtering Candidate Answers to Natural Language Questions
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
SCMS: semantifying content management systems
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part II
Passage retrieval for incorporating global evidence in sequence labeling
Proceedings of the 20th ACM international conference on Information and knowledge management
A pretopological framework for the automatic construction of lexical-semantic structures from texts
Proceedings of the 20th ACM international conference on Information and knowledge management
Inferring hidden relationships from biological literature with multi-level context terms
Proceedings of the ACM fifth international workshop on Data and text mining in biomedical informatics
Proceedings of the 5th International Workshop on Web APIs and Service Mashups
Identifying potential adverse effects using the web: A new approach to medical hypothesis generation
Journal of Biomedical Informatics
Topic modeling on historical newspapers
LaTeCH '11 Proceedings of the 5th ACL-HLT Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities
Corporate news classification and valence prediction: a supervised approach
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Enhancing phylogeography by improving geographical information from GenBank
Journal of Biomedical Informatics
Unrestricted coreference resolution via global hypergraph partitioning
CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
Structured databases of named entities from Bayesian nonparametrics
EMNLP '11 Proceedings of the First Workshop on Unsupervised Learning in NLP
Facilitating the reuse process in distributed collaboration: a distributed cognition approach
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work
Language models for machine translation: original vs. translated texts
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Structured relation discovery using generative models
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Named entity recognition in tweets: an experimental study
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Bootstrapped named entity recognition for product attribute extraction
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Automatic question generation for learning evaluation in medicine
ICWL'07 Proceedings of the 6th international conference on Advances in web based learning
Proceedings of the Seventh Annual Workshop on Cyber Security and Information Intelligence Research
Dyna: extending datalog for modern AI
Datalog'10 Proceedings of the First international conference on Datalog Reloaded
Rich set of features for proper name recognition in polish texts
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Emotional reactions to real-world events in social networks
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Exploring linguistically-rich patterns for question generation
UCNLG+EVAL '11 Proceedings of the UCNLG+Eval: Language Generation and Evaluation Workshop
Decision support for the software product line domain engineering lifecycle
Automated Software Engineering
"Then click ok!": extracting references to interface elements in online documentation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Interpretation and trust: designing model-driven visualizations for text analysis
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
An analysis of the named entity recognition problem in digital library metadata
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Combining flat and structured approaches for temporal slot filling or: how much to compress?
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Predicting the future impact of news events
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
Using an ensemble system to improve concept extraction from clinical records
Journal of Biomedical Informatics
Ensemble-based coreference resolution
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
A wikipedia based semantic graph model for topic tracking in blogosphere
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Visualization of temporal text collections based on Correspondence Analysis
Expert Systems with Applications: An International Journal
Open domain event extraction from twitter
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Named entity recognition and identification for finding the owner of a home page
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
An approach for named entity recognition in poorly structured data
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
TwiNER: named entity recognition in targeted twitter stream
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Credit Rating Change Modeling Using News and Financial Ratios
ACM Transactions on Management Information Systems (TMIS)
“Without the clutter of unimportant words”: Descriptive keyphrases for text visualization
ACM Transactions on Computer-Human Interaction (TOCHI)
Effective sentence retrieval based on query-independent evidence
Information Processing and Management: an International Journal
Two-Stage named-entity recognition using averaged perceptrons
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
Collective information extraction using first-order probabilistic models
Proceedings of the Fifth Balkan Conference in Informatics
Bootstrapped training of event extraction classifiers
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Generalization methods for in-domain and cross-domain opinion holder extraction
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Measuring contextual fitness using error contexts extracted from the Wikipedia revision history
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Minimum-risk training of approximate CRF-based NLP systems
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Identifying comparable corpora using LDA
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Summarization of historical articles using temporal event clustering
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Learning from bullying traces in social media
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Grammatical structures for word-level sentiment detection
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Efficient Entity Translation Mining: A Parallelized Graph Alignment Approach
ACM Transactions on Information Systems (TOIS)
*SEM 2012 shared task: resolving the scope and focus of negation
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
DeepPurple: estimating sentence semantic similarity using n-gram regression models and web snippets
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Semantic textual similarity using maximal weighted bipartite graph matching
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
EACL 2012 Proceedings of the Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra)
Full machine translation for factoid question answering
EACL 2012 Proceedings of the Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra)
Proceedings of the Third International Workshop on Sensing Applications on Mobile Phones
Topic classification of blog posts using distant supervision
Proceedings of the Workshop on Semantic Analysis in Social Media
Measuring the use of factual information in test-taker essays
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
QuickView: NLP-based tweet search
ACL '12 Proceedings of the ACL 2012 System Demonstrations
BiuTee: a modular open-source system for recognizing textual entailment
ACL '12 Proceedings of the ACL 2012 System Demonstrations
Subgroup detection in ideological discussions
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
A probabilistic model for canonicalizing named entity mentions
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Multilingual named entity recognition using parallel data and metadata from Wikipedia
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Unsupervised relation discovery with sense disambiguation
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Big data versus the crowd: looking for relationships in all the right places
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Discriminative learning for joint template filling
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Detecting semantic equivalence and information disparity in cross-lingual documents
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
A meta learning approach to grammatical error correction
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Fully abstractive approach to guided summarization
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Multi-instance multi-label learning for relation extraction
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
A sequence labelling approach to quote attribution
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Explore person specific evidence in web person name disambiguation
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Learning constraints for consistent timeline extraction
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Employing compositional semantics and discourse consistency in Chinese event extraction
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Improved parsing and POS tagging using inter-sentence consistency constraints
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
A hybrid stepwise approach for de-identifying person names in clinical documents
BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
Discourse-based modeling for AAC
SLPAT '12 Proceedings of the Third Workshop on Speech and Language Processing for Assistive Technologies
Black box features for the WMT 2012 quality estimation shared task
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Two-stage NER for tweets with clustering
Information Processing and Management: an International Journal
Collective information extraction with context-specific consistencies
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Automated query learning with Wikipedia and genetic programming
Artificial Intelligence
Improving the performance of a named entity recognition system with knowledge acquisition
EKAW'12 Proceedings of the 18th international conference on Knowledge Engineering and Knowledge Management
Named entity recognition for tweets
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
An approach to social recommendation for context-aware mobile services
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Detecting sensitive information from textual documents: an information-theoretic approach
MDAI'12 Proceedings of the 9th international conference on Modeling Decisions for Artificial Intelligence
Large-Scale learning of relation-extraction rules with distant supervision from the web
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part I
Diversifying user comments on news articles
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Various approaches to text representation for named entity disambiguation
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Language models for machine translation: Original vs. translated texts
Computational Linguistics
Playing by the rules: mining query associations to predict search performance
Proceedings of the sixth ACM international conference on Web search and data mining
Mining the web to predict future events
Proceedings of the sixth ACM international conference on Web search and data mining
Event argument extraction based on CRF
CLSW'12 Proceedings of the 13th Chinese conference on Chinese Lexical Semantics
Computing precision and recall with missing or uncertain ground truth
GREC'11 Proceedings of the 9th international conference on Graphics Recognition: new trends and challenges
A performance comparison of parallel DBMSs and MapReduce on large-scale text analytics
Proceedings of the 16th International Conference on Extending Database Technology
Choosing the right crowd: expert finding in social networks
Proceedings of the 16th International Conference on Extending Database Technology
A Semantic Triplet Based Story Classifier
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Transfer joint embedding for cross-domain named entity recognition
ACM Transactions on Information Systems (TOIS)
Designing an Information Gathering Application for a Personalized Travel Recommender System
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Context Aware Named Entity Disambiguation
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
A novel semantic information retrieval system based on a three-level domain model
Journal of Systems and Software
Towards high-throughput gibbs sampling at scale: a study across storage managers
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Knowledge harvesting in the big-data era
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Exploring coreference uncertainty of generically extracted event mentions
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Echo: the editor's wisdom with the elegance of a magazine
Proceedings of the 5th ACM SIGCHI symposium on Engineering interactive computing systems
Microblog-genre noise and impact on semantic annotation accuracy
Proceedings of the 24th ACM Conference on Hypertext and Social Media
Discovering and disambiguating named entities in text
Proceedings of the 2013 Sigmod/PODS Ph.D. symposium on PhD symposium
Learning to detect english and hungarian light verb constructions
ACM Transactions on Speech and Language Processing (TSLP) - Special issue on multiword expressions: From theory to practice and use, part 1
A joint model to identify and align bilingual named entities
Computational Linguistics
On collocations and topic models
ACM Transactions on Speech and Language Processing (TSLP) - Special issue on multiword expressions: From theory to practice and use, part 2
Exploiting hybrid contexts for Tweet segmentation
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
YaLi: a crowdsourcing plug-in for NERD
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Learning to explore scientific workflow repositories
Proceedings of the 25th International Conference on Scientific and Statistical Database Management
Location extraction from disaster-related microblogs
Proceedings of the 22nd international conference on World Wide Web companion
Exploring friend's influence in cultures in Twitter
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Online debate summarization using topic directed sentiment analysis
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining
News rover: exploring topical structures and serendipity in heterogeneous multimedia news
Proceedings of the 21st ACM international conference on Multimedia
EigenNews: a personalized news video delivery platform
Proceedings of the 21st ACM international conference on Multimedia
Information extraction as a filtering task
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Re-ranking for joint named-entity recognition and linking
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
A phased ranking model for question answering
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Structured positional entity language model for enterprise entity retrieval
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Structured exploration of who, what, when, and where in heterogeneous multimedia news sources
Proceedings of the 21st ACM international conference on Multimedia
Universal schema for entity type prediction
Proceedings of the 2013 workshop on Automated knowledge base construction
Knowledge base population and visualization using an ontology based on semantic roles
Proceedings of the 2013 workshop on Automated knowledge base construction
Automatic affiliation extraction from calls-for-papers
Proceedings of the 2013 workshop on Automated knowledge base construction
Cross-modal alignment for wildlife recognition
Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data
Exploring re-ranking approaches for joint named-entityrecognition and linking
Proceedings of the sixth workshop on Ph.D. students in information and knowledge management
Self-supervised automated wrapper generation for weblog data extraction
BNCOD'13 Proceedings of the 29th British National conference on Big Data
Summaries on the fly: query-based extraction of structured knowledge from web documents
ICWE'13 Proceedings of the 13th international conference on Web Engineering
Market intelligence: linked data-driven entity resolution for customer and competitor analysis
ICWE'13 Proceedings of the 13th international conference on Web Engineering
Introduction to linked data and its lifecycle on the web
RW'13 Proceedings of the 9th international conference on Reasoning Web: semantic technologies for intelligent data access
WHYPER: towards automating risk assessment of mobile applications
SEC'13 Proceedings of the 22nd USENIX conference on Security
Entity extraction, linking, classification, and tagging for social media: a wikipedia-based approach
Proceedings of the VLDB Endowment
A Novel Matchmaking Approach for Automated Semantic Web Service Discovery
Proceedings of International Conference on Information Integration and Web-based Applications & Services
Metadata Extraction from Books with Facts about Austria
Proceedings of International Conference on Information Integration and Web-based Applications & Services
A learning approach for email conversation thread reconstruction
Journal of Information Science
Editorial: Querying linked data graphs using semantic relatedness: A vocabulary independent approach
Data & Knowledge Engineering
Unsupervised biomedical named entity recognition: Experiments with clinical and biological texts
Journal of Biomedical Informatics
Generating storylines from sensor data
Pervasive and Mobile Computing
Proceedings of the 23rd international conference on World wide web
Discovering emerging entities with ambiguous names
Proceedings of the 23rd international conference on World wide web
Effective named entity recognition for idiosyncratic web collections
Proceedings of the 23rd international conference on World wide web
Deterministic coreference resolution based on entity-centric, precision-ranked rules
Computational Linguistics
Using compositional semantics and discourse consistency to improve Chinese trigger identification
Information Processing and Management: an International Journal
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Most current statistical natural language processing models use only local features so as to permit dynamic programming in inference, but this makes them unable to fully account for the long distance structure that is prevalent in language use. We show how to solve this dilemma with Gibbs sampling, a simple Monte Carlo method used to perform approximate inference in factored probabilistic models. By using simulated annealing in place of Viterbi decoding in sequence models such as HMMs, CMMs, and CRFs, it is possible to incorporate non-local structure while preserving tractable inference. We use this technique to augment an existing CRF-based information extraction system with long-distance dependency models, enforcing label consistency and extraction template consistency constraints. This technique results in an error reduction of up to 9% over state-of-the-art systems on two established information extraction tasks.