{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T04:12:26Z","timestamp":1749096746061,"version":"3.41.0"},"publisher-location":"Berlin, Heidelberg","reference-count":64,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783662479087"},{"type":"electronic","value":"9783662479094"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-662-47909-4_10","type":"book-chapter","created":{"date-parts":[[2016,8,4]],"date-time":"2016-08-04T13:51:56Z","timestamp":1470318716000},"page":"283-313","source":"Crossref","is-referenced-by-count":4,"title":["Advanced Machine Learning Models for Coreference Resolution"],"prefix":"10.1007","author":[{"given":"Vincent","family":"Ng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,8,5]]},"reference":[{"key":"10_CR1","unstructured":"Alshawi, H., Carter, D., van Eijck, J., Moore, R., Moran, D., Pulman, S.: Overivew of the Core Language Engine. In: Proceedings of the International Conference on Fifth Generation Computer Systems, Tokyo, pp.\u00a01108\u20131115 (1988)"},{"key":"10_CR2","doi-asserted-by":"crossref","unstructured":"Bagga, A., Baldwin, B.: Entity-based cross-document coreferencing using the vector space model. In: Proceedings of the 36th Annual Meeting of the Assocation for Computational Linguistics and the 17th International Conference on Computational Linguistics, Montreal, pp.\u00a079\u201385 (1998)","DOI":"10.3115\/980845.980859"},{"key":"10_CR3","doi-asserted-by":"crossref","unstructured":"Bikel, D.M., Schwartz, R., Weischedel, R.M.: An algorithm that learns what\u2019s in a name. Mach. Learn.: Spec. Issue Nat. Lang. Learn. 34 (1\u20133), 211\u2013231 (1999)","DOI":"10.1023\/A:1007558221122"},{"key":"10_CR4","doi-asserted-by":"crossref","unstructured":"Brennan, S.E., Friedman, M.W., Pollard, C.J.: A centering approach to pronouns. In: Proceedings of the 25th Annual Meeting of the Association for Computational Linguistics, Stanford, pp.\u00a0155\u2013162 (1987)","DOI":"10.3115\/981175.981197"},{"key":"10_CR5","volume-title":"Interpreting Anaphors in Natural Language Texts","author":"D.M. Carter","year":"1987","unstructured":"Carter, D.M.: Interpreting Anaphors in Natural Language Texts. Ellis Horwood, Chichester (1987)"},{"key":"10_CR6","doi-asserted-by":"crossref","unstructured":"Collins, M.: Discriminative training methods for Hidden Markov Models: theory and experiments with perceptron algorithms. In: Proceedings of the 2002 Empirical Methods in Natural Language Processing, Prague, pp.\u00a01\u20138 (2002)","DOI":"10.3115\/1118693.1118694"},{"key":"10_CR7","unstructured":"Connolly, D., Burger, J.D., Day, D.S.: A machine learning approach to anaphoric reference. In: Proceedings of International Conference on New Methods in Language Processing, New\u00a0Brunswick, pp.\u00a0255\u2013261 (1994)"},{"key":"10_CR8","unstructured":"Connolly, D., Burger, J.D., Day, D.S.: A machine learning approach to anaphoric reference. In: New Methods in Language Processing, pp.\u00a0133\u2013144. UCL Press, London (1997)"},{"key":"10_CR9","first-page":"951","volume":"3","author":"K. Crammer","year":"2003","unstructured":"Crammer, K., Singer, Y.: Ultraconservative online algorithms for multiclass problems. J. Mach. Learn. Res. 3, 951\u2013991 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"10_CR10","unstructured":"Culotta, A., Wick, M., McCallum, A.: First-order probabilistic models for coreference resolution. In: Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference, Rochester, pp.\u00a081\u201388 (2007)"},{"key":"10_CR11","doi-asserted-by":"crossref","unstructured":"Daum\u00e9\u00a0III, H., Marcu, D.: A large-scale exploration of effective global features for a joint entity detection and tracking model. In: Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, Vancouver, pp.\u00a097\u2013104 (2005)","DOI":"10.3115\/1220575.1220588"},{"key":"10_CR12","doi-asserted-by":"crossref","unstructured":"Daum\u00e9\u00a0III, H., Marcu, D.: Learning as search optimization: approximate large margin methods for structured prediction. In: Proceedings of the 22nd International Conference on Machine Learning, Bonn, pp.\u00a0169\u2013176 (2005)","DOI":"10.1145\/1102351.1102373"},{"key":"10_CR13","unstructured":"Denis, P., Baldridge, J.: A ranking approach to pronoun resolution. In: Proceedings of the Twentieth International Conference on Artificial Intelligence, Hyderabad, pp.\u00a01588\u20131593 (2007)"},{"key":"10_CR14","doi-asserted-by":"crossref","unstructured":"Denis, P., Baldridge, J.: Specialized models and ranking for coreference resolution. In: Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, Honolulu, pp.\u00a0660\u2013669 (2008)","DOI":"10.3115\/1613715.1613797"},{"key":"10_CR15","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/7287.001.0001","volume-title":"WordNet: An Electronic Lexical Database","author":"C. Fellbaum","year":"1998","unstructured":"Fellbaum, C.: WordNet: An Electronic Lexical Database. MIT, Cambridge, MA (1998)"},{"key":"10_CR16","doi-asserted-by":"crossref","unstructured":"Finkel, J.R., Grenager, T., Manning, C.: Incorporating non-local information into information extraction systems by gibbs sampling. In: Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics, Ann Arbor, pp.\u00a0363\u2013370 (2005)","DOI":"10.3115\/1219840.1219885"},{"key":"10_CR17","doi-asserted-by":"crossref","unstructured":"Finley, T., Joachims, T.: Supervised clustering with support vector machines. In: Proceedings of the 22nd International Conference on Machine Learning, Bonn, pp.\u00a0217\u2013224 (2005)","DOI":"10.1145\/1102351.1102379"},{"key":"10_CR18","doi-asserted-by":"crossref","unstructured":"Gaizauskas, R., Wakao, T., Humphreys, K., Cunningham, H., Wilks, Y.: Description of the LaSIE ystem as used for MUC-6. In: Proceedings of the Sixth Message Understanding Conference (MUC-6), pp.\u00a0207\u2013220. Morgan Kaufmann, Columbia (1995)","DOI":"10.3115\/1072399.1072418"},{"key":"10_CR19","unstructured":"Ge, N., Hale, J., Charniak, E.: A statistical approach to anaphora resolution. In: Proceedings of the Sixth Workshop on Very Large Corpora, Montreal, pp.\u00a0161\u2013170 (1998)"},{"key":"10_CR20","unstructured":"Haghighi, A., Klein, D.: Unsupervised coreference resolution in a nonparametric bayesian model. In: Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, Prague, pp.\u00a0848\u2013855 (2007)"},{"key":"10_CR21","unstructured":"Haghighi, A., Klein, D.: Coreference resolution in a modular, entity-centered model. In: Proceedings of Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, pp.\u00a0385\u2013393 (2010)"},{"key":"10_CR22","unstructured":"Heim, I.: The semantics of definite and indefinite noun phrases. Ph.D. thesis, University of Massachusetts at Amherst, Amherst (1982)"},{"key":"10_CR23","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1016\/0024-3841(78)90006-2","volume":"44","author":"J. Hobbs","year":"1978","unstructured":"Hobbs, J.: Resolving pronoun references. Lingua 44, 311\u2013338 (1978)","journal-title":"Lingua"},{"key":"10_CR24","volume-title":"Incorporating contextual cues in trainable models for coreference resolution","author":"R. Iida","year":"2003","unstructured":"Iida, R., Inui, K., Takamura, H., Matsumoto, Y.: Incorporating contextual cues in trainable models for coreference resolution. In: Proceedings of the EACL Workshop on the Computational Treatment of Anaphora, Budapest (2003)"},{"key":"10_CR25","doi-asserted-by":"crossref","unstructured":"Joachims, T.: Optimizing search engines using clickthrough data. In: Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Edmonton, pp.\u00a0133\u2013142 (2002)","DOI":"10.1145\/775047.775067"},{"key":"10_CR26","unstructured":"Kabadjov, M.A.: Task-oriented evaluation of anaphora resolution. Ph.D. thesis, University of Essex, Colchester (2007)"},{"key":"10_CR27","volume-title":"A theory of truth and semantic interpretation","author":"H. Kamp","year":"1981","unstructured":"Kamp, H.: A theory of truth and semantic interpretation. In: Formal Methods in the Study of Language. Mathematical Centre, Amsterdam (1981)"},{"key":"10_CR28","doi-asserted-by":"crossref","unstructured":"Karttunen, L.: Discourse referents. In: Syntax and Semantics 7 \u2013 Notes from the Linguistic Underground, pp.\u00a0363\u2013385. Academic, New York\/London (1976)","DOI":"10.1163\/9789004368859_021"},{"key":"10_CR29","unstructured":"Lafferty, J.D., McCallum, A., Pereira, F.C.N.: Conditional random fields: probabilistic models for segmenting and labeling sequence data. In: Proceedings of 18th International Conference on Machine Learning, Williamstown, pp.\u00a0282\u2013289 (2001)"},{"issue":"4","key":"10_CR30","first-page":"535","volume":"20","author":"S. Lappin","year":"1994","unstructured":"Lappin, S., Leass, H.: An algorithm for pronominal anaphora resolution. Comput. Linguist. 20 (4), 535\u2013562 (1994)","journal-title":"Comput. Linguist."},{"issue":"4","key":"10_CR31","doi-asserted-by":"crossref","first-page":"885","DOI":"10.1162\/COLI_a_00152","volume":"39","author":"H. Lee","year":"2013","unstructured":"Lee, H., Chang, A., Peirsman, Y., Chambers, N., Surdeanu, M., Jurafsky, D.: Deterministic coreference resolution based on entity-centric, precision-ranked rules. Comput. Linguist. 39 (4), 885\u2013916 (2013)","journal-title":"Comput. Linguist."},{"key":"10_CR32","doi-asserted-by":"crossref","unstructured":"Luo, X.: On coreference resolution performance metrics. In: Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, Vancouver, pp.\u00a025\u201332 (2005)","DOI":"10.3115\/1220575.1220579"},{"key":"10_CR33","doi-asserted-by":"crossref","unstructured":"Luo, X., Ittycheriah, A., Jing, H., Kambhatla, N., Roukos, S.: A mention-synchronous coreference resolution algorithm based on the Bell tree. In: Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, Barcelona, pp.\u00a0135\u2013142 (2004)","DOI":"10.3115\/1218955.1218973"},{"key":"10_CR34","doi-asserted-by":"crossref","unstructured":"LuperFoy, S.: The representation of multimodal user interface dialogues using discourse pegs. In: Proceedings of the 30th Annual Meeting of the Association for Computational Linguistics, Newark, pp.\u00a022\u201331 (1992)","DOI":"10.3115\/981967.981971"},{"key":"10_CR35","volume-title":"Toward conditional models of identity uncertainty with application to proper noun coreference","author":"A. McCallum","year":"2003","unstructured":"McCallum, A., Wellner, B.: Toward conditional models of identity uncertainty with application to proper noun coreference. In: Proceedings of the IJCAI Workshop on Information Integration on the Web Acapulco, (2003)"},{"key":"10_CR36","volume-title":"Conditional models of identity uncertainty with application to noun coreference","author":"A. McCallum","year":"2004","unstructured":"McCallum, A., Wellner, B.: Conditional models of identity uncertainty with application to noun coreference. In: Advances in Neural Information Proceesing Systems. MIT, Cambridge (2004)"},{"key":"10_CR37","unstructured":"MUC-6: Proceedings of the Sixth Message Understanding Conference. Morgan Kaufmann, San Francisco (1995)"},{"key":"10_CR38","unstructured":"MUC-7: Proceedings of the Seventh Message Understanding Conference. Morgan Kaufmann, San Francisco (1998)"},{"key":"10_CR39","unstructured":"Ng, V.: Supervised ranking for pronoun resolution: some recent improvements. In: Proceedings of the 20th National Conference on Artificial Intelligence, Edinburgh, pp.\u00a01081\u20131086 (2005)"},{"key":"10_CR40","doi-asserted-by":"crossref","unstructured":"Ng, V.: Unsupervised models for coreference resolution. In: Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, Honolulu, pp.\u00a0640\u2013649 (2008)","DOI":"10.3115\/1613715.1613795"},{"key":"10_CR41","doi-asserted-by":"crossref","unstructured":"Ng, V., Cardie, C.: Identifying anaphoric and non-anaphoric noun phrases to improve coreference resolution. In: Proceedings of the 19th International Conference on Computational Linguistics, Taipei, pp.\u00a0730\u2013736 (2002)","DOI":"10.3115\/1072228.1072367"},{"key":"10_CR42","volume-title":"Computer Intensive Methods for Testing Hypothesis: An Introduction","author":"E.W. Noreen","year":"1989","unstructured":"Noreen, E.W.: Computer Intensive Methods for Testing Hypothesis: An Introduction. Wiley, New York (1989)"},{"key":"10_CR43","unstructured":"Poesio, M., Kabadjov, M.A.: A general-purpose, off-the-shelf anaphora resolution module: implementation and preliminary evaluation. In: Proceedings of the Fourth International Conference on Language Resources and Evaluation, Lisbon, pp.\u00a0663\u2013666 (2004)"},{"key":"10_CR44","doi-asserted-by":"crossref","unstructured":"Poon, H., Domingos, P.: Joint unsupervised coreference resolution with Markov Logic. In: Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, Honolulu, pp.\u00a0650\u2013659 (2008)","DOI":"10.3115\/1613715.1613796"},{"key":"10_CR45","first-page":"223","volume-title":"Radical Pragmatics","author":"E. Prince","year":"1981","unstructured":"Prince, E.: Toward a taxonomy of given-new information. In: Cole, P. (ed.) Radical Pragmatics, pp.\u00a0223\u2013255. Academic, New York (1981)"},{"key":"10_CR46","unstructured":"Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo (1993)"},{"key":"10_CR47","unstructured":"Raghunathan, K., Lee, H., Rangarajan, S., Chambers, N., Surdeanu, M., Jurafsky, D., Manning, C.: A multi-pass sieve for coreference resolution. In: Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, Boston, pp.\u00a0492\u2013501 (2010)"},{"key":"10_CR48","doi-asserted-by":"crossref","unstructured":"Rahman, A., Ng, V.: Supervised models for coreference resolution. In: Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, Singapore, pp.\u00a0968\u2013977 (2009)","DOI":"10.3115\/1699571.1699639"},{"key":"10_CR49","unstructured":"Rahman, A., Ng, V.: Ensemble-based coreference resolution. In: Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, pp.\u00a01884\u20131889 (2011)"},{"key":"10_CR50","unstructured":"Recasens, M.: Coreference: Theory, annotation, resolution and evaluation. Ph.D. thesis, University of Barcelona, Barcelona (2010)"},{"key":"10_CR51","unstructured":"Sidner, C.: Towards a computational theory of definite anaphora comprehension in English discourse. Ph.D. thesis, Massachusetts Institute of Technology (1979)"},{"issue":"4","key":"10_CR52","doi-asserted-by":"crossref","first-page":"521","DOI":"10.1162\/089120101753342653","volume":"27","author":"W.M. Soon","year":"2001","unstructured":"Soon, W.M., Ng, H.T., Lim, D.C.Y.: A machine learning approach to coreference resolution of noun phrases. Comput. Linguist. 27 (4), 521\u2013544 (2001)","journal-title":"Comput. Linguist."},{"key":"10_CR53","doi-asserted-by":"crossref","unstructured":"Stoyanov, V., Gilbert, N., Cardie, C., Riloff, E.: Conundrums in noun phrase coreference resolution: making sense of the state-of-the-art. In: 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, Singapore, pp.\u00a0656\u2013664 (2009)","DOI":"10.3115\/1690219.1690238"},{"issue":"3","key":"10_CR54","first-page":"309","volume":"25","author":"M. Strube","year":"1999","unstructured":"Strube, M., Hahn, U.: Functional centering \u2013 grounding referential coherence in information structure. Comput. Linguist. 25 (3), 309\u2013344 (1999)","journal-title":"Comput. Linguist."},{"key":"10_CR55","doi-asserted-by":"crossref","unstructured":"Toutanova, K., Klein, D., Manning, C.D., Singer, Y.: Feature-rich part-of-speech tagging with a cyclic dependency network. In: Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, Edmonton, pp.\u00a0173\u2013180 (2003)","DOI":"10.3115\/1073445.1073478"},{"key":"10_CR56","doi-asserted-by":"crossref","unstructured":"Versley, Y., Ponzetto, S.P., Poesio, M., Eidelman, V., Jern, A., Smith, J., Yang, X., Moschitti, A.: BART: a modular toolkit for coreference resolution. In: Proceedings of the ACL-08: HLT Demo Session, Columbus, pp.\u00a09\u201312 (2008)","DOI":"10.3115\/1564144.1564147"},{"issue":"4","key":"10_CR57","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1162\/089120100750105948","volume":"26","author":"R. Vieira","year":"2000","unstructured":"Vieira, R., Poesio, M.: An empirically-based system for processing definite descriptions. Comput. Linguist. 26 (4), 539\u2013593 (2000)","journal-title":"Comput. Linguist."},{"key":"10_CR58","doi-asserted-by":"crossref","unstructured":"Vilain, M., Burger, J., Aberdeen, J., Connolly, D., Hirschman, L.: A model-theoretic coreference scoring scheme. In: Proceedings of the Sixth Message Understanding Conference, pp.\u00a045\u201352. Morgan Kaufmann, San Francisco (1995)","DOI":"10.3115\/1072399.1072405"},{"key":"10_CR59","volume-title":"A Formal Approach to Discourse Anaphora","author":"B.L. Webber","year":"1979","unstructured":"Webber, B.L.: A Formal Approach to Discourse Anaphora. Garland Publishing, Inc., New York (1979)"},{"key":"10_CR60","unstructured":"Yang, X., Su, J., Lang, J., Tan, C.L., Li, S.: An entity-mention model for coreference resolution with inductive logic programming. In: Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Columbus, pp.\u00a0843\u2013851 (2008)"},{"key":"10_CR61","doi-asserted-by":"crossref","unstructured":"Yang, X., Su, J., Tan, C.L.: Improving pronoun resolution using statistics-based semantic compatibility information. In: Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics, University of Michigan, pp.\u00a0165\u2013172 (2005)","DOI":"10.3115\/1219840.1219861"},{"issue":"3","key":"10_CR62","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1162\/coli.2008.07-004-R2-06-57","volume":"34","author":"X. Yang","year":"2008","unstructured":"Yang, X., Su, J., Tan, C.L.: A twin-candidate model for learning-based anaphora resolution. Comput. Linguist. 34 (3), 327\u2013356 (2008)","journal-title":"Comput. Linguist."},{"key":"10_CR63","doi-asserted-by":"crossref","unstructured":"Yang, X., Su, J., Zhou, G., Tan, C.L.: An NP-cluster based approach to coreference resolution. In: Proceedings of the 20th International Conference on Computational Linguistics, Geneva, pp.\u00a0226\u2013232 (2004)","DOI":"10.3115\/1220355.1220388"},{"key":"10_CR64","doi-asserted-by":"crossref","unstructured":"Yang, X., Zhou, G., Su, J., Tan, C.L.: Coreference resolution using competitive learning approach. In: Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, Sapporo, pp.\u00a0176\u2013183 (2003)","DOI":"10.3115\/1075096.1075119"}],"container-title":["Theory and Applications of Natural Language Processing","Anaphora Resolution"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-662-47909-4_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,4]],"date-time":"2025-06-04T12:49:37Z","timestamp":1749041377000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-662-47909-4_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783662479087","9783662479094"],"references-count":64,"URL":"https:\/\/doi.org\/10.1007\/978-3-662-47909-4_10","relation":{},"ISSN":["2192-032X","2192-0338"],"issn-type":[{"type":"print","value":"2192-032X"},{"type":"electronic","value":"2192-0338"}],"subject":[],"published":{"date-parts":[[2016]]}}}