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Ralph Grishman

Professor of Computer Science

    1967 …2019
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    Research Output 1967 2019

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    Conference contribution
    2018

    Graph convolutional networks with argument-aware pooling for event detection

    Nguyen, T. H. & Grishman, R., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 5900-5907 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Neural networks
    Syntactics
    Convolution
    Experiments

    Including new patterns to improve event extraction systems

    Cao, K., Li, X., Ma, W. & Grishman, R., Jan 1 2018, Proceedings of the 31st International Florida Artificial Intelligence Research Society Conference, FLAIRS 2018. Rus, V. & Brawner, K. (eds.). AAAI press, p. 487-492 6 p. (Proceedings of the 31st International Florida Artificial Intelligence Research Society Conference, FLAIRS 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2016

    Entity linking with a paraphrase flavor

    Pershina, M., He, Y. & Grishman, R., Jan 1 2016, Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016. European Language Resources Association (ELRA), p. 556-560 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    diagnostic
    performance
    Paraphrase
    Entity
    Names

    Joint event extraction via recurrent neural networks

    Nguyen, T. H., Cho, K. & Grishman, R., 2016, 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 300-309 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Recurrent neural networks
    neural network
    event
    art
    Neural networks

    Large margin nearest neighbor embedding for knowledge representation

    Fan, M., Zhou, Q., Zheng, T. F. & Grishman, R., Feb 2 2016, Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 1. p. 53-59 7 p. 7396779

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Knowledge representation
    Learning algorithms
    Experiments

    Leveraging dependency regularization for event extraction

    Cao, K., Li, X. & Grishman, R., 2016, Proceedings of the 29th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2016. AAAI Press, p. 20-25 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Linguistics

    Modeling skip-grams for event detection with convolutional neural networks

    Nguyen, T. H. & Grishman, R., Jan 1 2016, EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 886-891 6 p. (EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Neural networks
    Convolution
    Detectors
    2015

    Event detection and domain adaptation with convolutional neural networks

    Nguyen, T. H. & Grishman, R., 2015, ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), Vol. 2. p. 365-371 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Neural networks

    ICE: Rapid information extraction customization for NLP novices

    He, Y. & Grishman, R., 2015, 2015 NAACL Demos (Annual Meeting of the North American Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Improving event detection with active learning

    Cao, K., Li, X., Fan, M. & Grishman, R., 2015, International Conference Recent Advances in Natural Language Processing, RANLP. Association for Computational Linguistics (ACL), Vol. 2015-January. p. 72-77 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Specifications
    Problem-Based Learning

    Improving event detection with dependency regularization

    Cao, K., Li, X. & Grishman, R., 2015, International Conference Recent Advances in Natural Language Processing, RANLP. Association for Computational Linguistics (ACL), Vol. 2015-January. p. 78-83 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Linguistics

    Jointly embedding relations and mentions for knowledge population

    Fan, M., Cao, K., He, Y. & Grishman, R., 2015, International Conference Recent Advances in Natural Language Processing, RANLP. Association for Computational Linguistics (ACL), Vol. 2015-January. p. 186-191 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Experiments

    Personalized page rank for named entity disambiguation

    Pershina, M., He, Y. & Grishman, R., 2015, NAACL HLT 2015 - 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 238-243 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    candidacy
    experiment
    evidence
    Experiments
    Disambiguation

    Relation extraction: Perspective from convolutional neural networks

    Nguyen, T. H. & Grishman, R., 2015, Workshop on Vector Space Modeling for NLP at NAACL 2015.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Semantic representations for domain adaptation: A case study on the tree kernel-based method for relation extraction

    Nguyen, T. H., Plank, B. & Grishman, R., 2015, ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), Vol. 1. p. 635-644 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Semantics
    Error analysis
    2014

    An information extraction customizer

    Grishman, R. & He, Y., 2014, Text, Speech, and Dialogue - 17th International Conference, TSD 2014, Proceedings. Springer Verlag, Vol. 8655 LNAI. p. 3-10 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8655 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Information Extraction
    Specifications
    Specification
    Class
    Corpus

    Employing word representations and regularization for domain adaptation of relation extraction

    Nguyen, T. H. & Grishman, R., 2014, Long Papers. Association for Computational Linguistics (ACL), Vol. 2. p. 68-74 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    performance
    Adaptability

    Infusion of labeled data into distant supervision for relation extraction

    Pershina, M., Min, B., Xu, W. & Grishman, R., 2014, Long Papers. Association for Computational Linguistics (ACL), Vol. 2. p. 732-738 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    supervision
    experiment
    knowledge
    Supervision
    Data Base

    Jargon-term extraction by chunking

    Meyers, A., Glass, Z., Grieve-Smith, A., He, Y., Liao, S. & Grishman, R., 2014, Workshop on Synchronic and Diachronic Approaches to Analyzing Technical Language at COLING 2014.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    New York University 2014 knowledge base population systems

    Nguyen, T. H., He, Y., Pershina, M., Li, X. & Grishman, R., 2014, Proceedings of the 2014 Text Analysis Conference.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2013

    A preliminary study of tweet summarization using information extraction

    Xu, W., Ritter, A., Etzioni, O. & Grishman, R., 2013, NAACL-Workshop on Language Analysis in Social Media-2013.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Confidence estimation for knowledge base population

    Li, X. & Grishman, R., 2013, International Conference Recent Advances in Natural Language Processing, RANLP. p. 396-401 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Entropy

    Distant supervision for relation extraction with an incomplete knowledge base

    Min, B., Grishman, R., Wan, L., Wang, C. & Gondek, D., 2013, NAACL HLT 2013 - 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Main Conference. Association for Computational Linguistics (ACL), p. 777-782 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    supervision
    Labeling
    knowledge
    Labels
    heuristics

    Filling knowledge base gaps for distant supervision of relation extraction

    Xu, W., Hoffmann, R., Zhao, L. & Grishman, R., 2013, Short Papers. Association for Computational Linguistics (ACL), Vol. 2. p. 665-670 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    supervision
    experiment
    Supervision
    Information Extraction
    Entity

    Gathering and generating paraphrases from Twitter with application to normalization

    Xu, W., Ritter, A. & Grishman, R., 2013, Proceedings of the ACL 2013 Workshop on Building and Using Comparable Corpora.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Off to a cold start: New York University's 2013 knowledge base population systems

    Grishman, R., 2013, Text Analysis Conference, November 2013.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Towards fine-grained citation function classification

    Li, X., He, Y., Meyers, A. & Grishman, R., 2013, International Conference Recent Advances in Natural Language Processing, RANLP. p. 402-407 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Syntactics
    Entropy
    2012

    Active learning for relation type extension with local and global data views

    Sun, A. & Grishman, R., 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 1105-1112 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Supervised learning
    Testing
    Learning systems
    Semantics
    Costs

    Challenges in the knowledge base population slot filling task

    Min, B. & Grishman, R., Jan 1 2012, Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012. European Language Resources Association (ELRA), p. 1137-1142 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    text analysis
    evaluation
    knowledge
    performance
    Values

    Compensating for annotation errors in training a relation extractor

    Min, B. & Grishman, R., Jan 1 2012, EACL 2012 - 13th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings. Association for Computational Linguistics (ACL), p. 194-203 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Quality assurance
    Personnel
    Costs

    Ensemble semantics for large-scale unsupervised relation extraction

    Min, B., Shi, S., Grishman, R. & Lin, C. Y., 2012, EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference. p. 1027-1037 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Semantics
    Experiments

    Intelius-NYU TAC-KBP2012 cold start system

    Sun, A., Wang, X., Xu, S., Kiran, Y., Poornima, S., Borthwick, A. & Grishman, R., 2012, Proceedings of the 2012 Text Analysis Conference.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    New York University 2012 system for KBP slot filling

    Min, B., Li, X., Grishman, R. & Sun, A., 2012, Proceedings of the 2012 Text Analysis Conference.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Paraphrasing for style

    Xu, W., Ritter, A., Dolan, W. B., Grishman, R. & Cherry, C., 2012, 24th International Conference on Computational Linguistics - Proceedings of COLING 2012: Technical Papers. p. 2899-2914 16 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Glossaries
    Testbeds
    dictionary
    Paraphrasing
    Writing Style

    Structural linguistics and unsupervised information extraction

    Grishman, R., 2012, Proceedings of AKBC-WEKEX (Workshop on Automatic Knowledge Base Construction and Web-Scale Knowledge Extraction) 2012.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2011

    Acquiring topic features to improve event extraction: In pre-selected and balanced collections

    Liao, S. & Grishman, R., 2011, International Conference Recent Advances in Natural Language Processing, RANLP. p. 9-16 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Labeling
    Labels
    Classifiers

    Can document selection help semi-supervised learning? A case study on event extraction

    Liao, S. & Grishman, R., 2011, ACL-HLT 2011 - Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies. Vol. 2. p. 260-265 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    information retrieval
    event
    learning
    labor
    resources

    Cross-domain bootstrapping for named entity recognition

    Sun, A. & Grishman, R., 2011, Proceedings of the SIGIR 2011 Workshop on Entity-Oriented Search.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Exploiting syntactic and distributional information for spelling correction with web-scale N-gram models

    Xu, W., Tetreault, J., Chodorow, M., Grishman, R. & Zhao, L., 2011, EMNLP 2011 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. p. 1291-1300 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Syntactics

    Fine-grained entity set refinement with user feedback

    Min, B. & Grishman, R., 2011, Proceedings of the RANLP 2011 Workshop on Information Extraction and Knowledge Acquis.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Knowledge Base Population: Successful approaches and challenges

    Ji, H. & Grishman, R., 2011, ACL-HLT 2011 - Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies. Vol. 1. p. 1148-1158 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    text analysis
    Wikipedia
    Entity
    Layout
    World Wide Web

    New York University 2011 system for KBP slot filling

    Sun, A., Grishman, R., Xu, W. & Min, B., 2011, Proceedings of the 2011 Text Analysis Conference.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Passage retrieval for information extraction using distant supervision

    Xu, W., Grishman, R. & Zhao, L., 2011, Proceedings of IJCNLP (International Joint Conference on Natural Language Processing) 2011.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Semi-supervised relation extraction with large-scale word clustering

    Sun, A., Grishman, R. & Sekine, S., 2011, ACL-HLT 2011 - Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies. Vol. 1. p. 521-529 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    statistical method
    Statistical Methods
    Granularity

    Using prediction from sentential scope to build a pseudo co-testing learner for event extraction

    Liao, S. & Grishman, R., 2011, Proceedings of IJCNLP (International Joint Conference on Natural Language Processing) 2011.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2010

    Filtered ranking for bootstrapping in event extraction

    Liao, S. & Grishman, R., 2010, Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference. Vol. 2. p. 680-688 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    ranking
    event
    Supervised learning
    learning method
    evaluation

    Large corpus-based semantic feature extraction for pronoun coreference

    Liao, S. & Grishman, R., 2010, Proceedings of the Second International Workshop on NLP Challenges in the Information Explosion Era (at COLING 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    New York University KBP 2010 slot-filling system

    Grishman, R. & Min, B., 2010, Proceedings of the 2010 Text Analysis Conference.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Overview of the TAC 2010 knowledge base population track

    Ji, H., Grishman, R., Dang, H. T., Griffit, K. & Ellis, J., 2010, Proceedings of the 2010 Text Analysis Conference.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Semi-supervised semantic pattern discovery with guidance from unsupervised pattern clusters

    Sun, A. & Grishman, R., 2010, Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference. Vol. 2. p. 1194-1202 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Semantics
    semantics
    Supervised learning
    evaluation
    learning