Text and knowledge mining for coreference resolution

Authors:
Sanda M. Harabagiu;Rǎzvan C. Bunescu;Steven J. Maiorano
Affiliations:
Southern Methodist University, Dallas, TX;Southern Methodist University, Dallas, TX;Southern Methodist University, Dallas, TX
Venue:
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Year:
2001

Citing 15
Cited 28

Term-weighting approaches in automatic text retrieval

Information Processing and Management: an International Journal
An algorithm for pronominal anaphora resolution

Computational Linguistics
Centering: a framework for modeling the local coherence of discourse

Computational Linguistics
WordNet: a lexical database for English

Communications of the ACM
Learning dictionaries for information extraction by multi-level bootstrapping

AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Information Retrieval

Information Retrieval
Robust pronoun resolution with limited knowledge

COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
A centering approach to pronouns

ACL '87 Proceedings of the 25th annual meeting on Association for Computational Linguistics
Discourse deixis: reference to discourse segments

ACL '88 Proceedings of the 26th annual meeting on Association for Computational Linguistics
Anaphora for everyone: pronominal anaphora resoluation without a parser

COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
Development and use of a gold-standard data set for subjectivity classifications

ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
A model-theoretic coreference scoring scheme

MUC6 '95 Proceedings of the 6th conference on Message understanding
CogNIAC: high precision coreference with limited knowledge and linguistic resources

ANARESOLUTION '97 Proceedings of a Workshop on Operational Factors in Practical, Robust Anaphora Resolution for Unrestricted Texts
Recognizing referential links: an information extraction perspective

ANARESOLUTION '97 Proceedings of a Workshop on Operational Factors in Practical, Robust Anaphora Resolution for Unrestricted Texts
Automatically generating extraction patterns from untagged text

AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2

Identifying anaphoric and non-anaphoric noun phrases to improve coreference resolution

COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Improving machine learning approaches to coreference resolution

ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Comparing Knowledge Sources for Nominal Anaphora Resolution

Computational Linguistics
Combining sample selection and error-driven pruning for machine learning of coreference rules

EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
A mention-synchronous coreference resolution algorithm based on the Bell tree

ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Machine learning for coreference resolution: from local classification to global ranking

ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
An NP-cluster based approach to coreference resolution

COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Exploiting semantic role labeling, WordNet and Wikipedia for coreference resolution

HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Task Driven Coreference Resolution for Relation Extraction

Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Investigation of unsupervised pattern learning techniques for bootstrap construction of a medical treatment lexicon

BioNLP '09 Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing
Resolving and generating definite anaphora by modeling hypernymy using unlabeled corpora

CoNLL-X '06 Proceedings of the Tenth Conference on Computational Natural Language Learning
Glen, Glenda or Glendale: unsupervised and semi-supervised learning of English noun gender

CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
Building a BioWordNet by using WordNet's data formats and WordNet's software infrastructure: a failure story

SETQA-NLP '08 Software Engineering, Testing, and Quality Assurance for Natural Language Processing
Knowledge derived from wikipedia for computing semantic relatedness

Journal of Artificial Intelligence Research
Gesture salience as a hidden variable for coreference resolution and keyframe extraction

Journal of Artificial Intelligence Research
State-of-the-art NLP approaches to coreference resolution: theory and practical recipes

ACLTutorials '09 Tutorial Abstracts of ACL-IJCNLP 2009
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
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
Semantic and syntactic features for dutch coreference resolution

CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
Supervised noun phrase coreference research: the first fifteen years

ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Methodological Review: Coreference resolution: A review of general methodologies and applications in the clinical domain

Journal of Biomedical Informatics
Extracting bacteria biotopes with semi-supervised named entity recognition and coreference resolution

BioNLP Shared Task '11 Proceedings of the BioNLP Shared Task 2011 Workshop
CoNLL-2011 shared task: modeling unrestricted coreference in OntoNotes

CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
Combining syntactic and semantic features by SVM for unrestricted coreference resolution

CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
Anaphoric reference in clinical reports: Characteristics of an annotated corpus

Journal of Biomedical Informatics
Anaphora resolution in biomedical literature: a hybrid approach

Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Constructing and utilizing wordnets using statistical methods

Language Resources and Evaluation
BART goes multilingual: the UniTN/Essex submission to the CoNLL-2012 shared task

CoNLL '12 Joint Conference on EMNLP and CoNLL - Shared Task

Quantified Score

Hi-index	0.00

Visualization

Abstract

Traditionally coreference is resolved by satisfying a combination of salience, syntactic, semantic and discourse constraints. The acquisition of such knowledge is time-consuming, difficult and error-prone. Therefore, we present a knowledge minimalist methodology of mining coreference rules from annotated text corpora. Semantic consistency evidence, which is a form of knowledge required by coreference, is easily retrieved from WordNet. Additional consistency knowledge is discovered by a meta-bootstrapping algorithm applied to unlabeled texts.