... A mention-synchronous coreferenceresolution algorithm basedon the Bell tree. In Proceedings of ACL 2004, pages21–26, Barcelona.Xiaoqiang Luo. 2005. On coreference resolution performance ... 1423–1432,Uppsala, Sweden, 11-16 July 2010.c2010 Association for Computational Linguistics Coreference Resolutionacross Corpora: Languages, Coding Schemes, and Preprocessing InformationMarta RecasensCLiC ... information) and applyingthe same coreferenceresolution system,the strong bonds between system and cor-pus are demonstrated. The experimentsreveal problems in coreference resolution evaluation relating...
... incorporates the six most commonlyused coreferenceresolution data sets, two from theMUC conferences (MUC-6, 1995; MUC-7, 1997)and four from the ACE Program (NIST, 2004).For ACE, we incorporate ... general architecture for coreference resolution that can be used to easily create various coreference resolvers. Reconcile provides broadsupport for experimentation in coreference reso-lution, ... state-of-the-artlearning-based coreferenceresolution sys-tems;• support experimentation on most of the stan-dard coreferenceresolution data sets;• implement most popular coreference resolu-tion scoring...
... 65.4 63.5Table 4: Results of different systems for coreference resolution examined the C4.5 algorithm4which is widely usedfor the coreferenceresolution task. The first line ofthe table shows ... to coreference resolution. In Proceed-ings of the 40th Annual Meeting of the Associationfor Computational Linguistics (ACL), pages 104–111,Philadelphia.V. Ng. 2005. Machine learning for coreference ... proper noun coreference. In Proceedings of IJCAI-03 Workshop on Information Integration on the Web,pages 79–86.J. McCarthy and W. Lehnert. 1995. Using decisiontrees for coreference resolution. ...
... informationsources (which can be easily incorporated into the coreference resolution process as features), different resolution algorithms that aim at enhancing globalcoherence of coreference chains, and also ... 252–259.Uryupina, O. (2006). Coreferenceresolution with and withoutlinguistic knowledge. In Proc. LREC 2006.Versley, Y. (2006). A constraint-based approach to noun phrase coreference resolution in German ... First-orderprobabilistic models for coreference resolution. In Proc.HLT/NAACL 2007.Denis, P. and Baldridge, J. (2007). A ranking approach to pro-noun resolution. In Proc. IJCAI 2007.Finkel,...
... en-tity. Coreferenceresolution on text datasets is well-studied (e.g., (Cardie and Wagstaff, 1999)). Thisprior work provides the departure point for our in-vestigation of coreferenceresolution ... = 1ywTv,2xv− wTmxmm = −1.(3)4 Application to coreference resolution We apply conditional modality fusion to corefer-ence resolution – the problem of partitioning thenoun phrases ... would partic-ipate in coreference relations.4.2 Verbal featuresWe employ a set of verbal features that is similarto the features used by state-of-the-art coreference resolution systems that...
... mining for coreference resolution. InProc. of NAACL, pages 55–62.R. Iida, K. Inui, H. Takamura, and Y. Matsumoto. 2003.Incorporating contextual cues in trainable models for coreference resolution. ... fa-vorably to two state-of-the-art coreference systems when evaluated on three standard coreference data sets.1 IntroductionRecent research in coreferenceresolution — theproblem of determining ... applicationto proper noun coreference. In Proc. of the IJCAIWorkshop on Information Integration on the Web.J. McCarthy and W. Lehnert. 1995. Using decisiontrees for coreference resolution. In Proc....
... events representing coreference clusters ofevent mentions are characterized by a large set oflinguistic features. To compute an accurate eventdistribution for event coreference resolution, weassociate ... trained on.Moreover, since event coreferenceresolution is acomplex task that involves exploring a rich set oflinguistic features, annotating a large corpus withevent coreference information for ... experimental results to our pre-liminary work on unsupervised event coreference resolution (Bejan et al., 2009).2 Event Coreference The problem of determining if two events are iden-tical...
... Manning. 2008.Enforcing transitivity in coreference resolution. InHLT ’08, pages 45–48.Aria Haghighi and Dan Klein. 2007. Unsupervised coreference resolution in a nonparametric bayesianmodel. ... Roukos. 2004. AMention-Synchronous CoreferenceResolution Algo-rithm Based on the Bell Tree. In ACL ’04, pages 135–142.Xiaoqiang Luo. 2005. On coreferenceresolution perfor-mance metrics. ... Haghighi and Dan Klein. 2009. Simple coreference resolution with rich syntactic and semantic features. InEMNLP ’09, pages 1152–1161.Aria Haghighi and Dan Klein. 2010. Coreference resolu-tion in a...
... coref-erence resolution. In Proceedings of the 24th Interna-tional Florida Artificial Intelligence Research SocietyConference.Xiaofeng Yang, Guodong Zhou, Jian Su, and Chew LimTan. 2003. Coreferenceresolution ... coreferenceresolution algorithm basedon the Bell tree. In Proceedings of the 42nd AnnualMeeting of the Association for Computational Linguis-tics, pages 135–142.Xiaoqiang Luo. 2005. On coreference ... pages 25–32.Ruslan Mitkov. 2002. Anaphora Resolution. Longman.Vincent Ng and Claire Cardie. 2002. Improving machinelearning approaches to coreference resolution. In Pro-ceedings ofthe 40th Annual...
... anaphora resolution. Sixth Workshop on VeryLarge Corpora. Xiaoqiang Luo, Abe Ittycheriah, Hongyan Jing, Nanda Kamb-hatla, and Salim Roukos. 2004. A mention-synchronous coreference resolution ... learn-ing approaches to coreference resolution. ACL.NIST. 2004. The ACE evaluation plan.W. Soon, H. Ng, and D. Lim. 2001. A machine learning ap-proach to coreferenceresolution of noun phrases. ... cross-document coreference. Moreover, sharing across documents pools information about the prop-erties of an entity across documents.We can easily link entities across a corpus by as-suming that the...
... whether coreference reso-lution can benefit from SRL, more specifically,which phenomena are affected by such informa-tion. The motivation comes from the fact that cur-rent coreferenceresolution ... explore the employment of the ACE 2004 re-lation ontology as a semantic filter.2 CoreferenceResolution Using SRL2.1 Corpora UsedThe system was initially prototyped using theMUC-6 and MUC-7 data ... distribution of coreference chainsand referring expressions is given in Table 1.2.2 Learning AlgorithmFor learning coreference decisions, we used aMaximum Entropy (Berger et al., 1996) model.Coreference...
... wordnet and wikipedia for coreference resolution. In Proceedings of NAACL, pages 192–199.W. Soon, H. Ng, and D. Lim. 2001. A machine learning ap-proach to coreferenceresolution of noun phrases. ... pattern based semantic information ishelpful for coreference resolution. 1 IntroductionSemantic relatedness is a very important factor for coreference resolution, as noun phrases used to re-fer ... helpful for the coreference resolution. The remainder of the paper is organized as fol-lows. Section 2 gives some related work. Section 3introduces the framework for coreference resolution. Section...
... in their coreference algorithms.Joint probabilistic models of coreference. Re-cently, there has been a surge of interest in im-proving coreferenceresolution by jointly modeling coreference ... Application to Coreference Resolution We can now derive from the induced SC informa-tion two KSs — semantic class agreement and men-tion — and incorporate them into our learning-based coreference ... (p=0.002).114.3 Coreference with Induced SC KnowledgeRecall from the introduction that our investigation ofthe role of induced SC knowledge in learning-based coreference resolution proceeds...