How to Deal with Wicked Anaphora

This paper revises a framework (called AR-engine) capable of easily defining and operating models of anaphora resolution. The proposed engine envisages the linguistic and semantic entities involved in the cognitive process of anaphora resolution as represented in three layers: the referential expressions layer, the projected layer of referential expression’s features and the semantic layer of discourse entities. Within this framework, cases of anaphora resolution usually considered difficult to be tackled are investigated and solutions are proposed. Among them, one finds relations triggered by syntactic constraints, lemma and number disagreement, and bridging anaphora. The investigation uses a contiguous text from the belletrist register. The research is motivated by the view that interpretation of free language in modern applications, especially those related to the semantic web, requires more and more sophisticated tools.

[1]  Tony McEnery,et al.  Corpus annotation and reference resolution , 1997 .

[2]  Scott Weinstein,et al.  Centering: A Framework for Modeling the Local Coherence of Discourse , 1995, CL.

[3]  Richard Evans,et al.  A corpus based investigation of morphological disagreement in anaphoric relations , 2002, LREC.

[4]  Guy Carden,et al.  Backwards anaphora in discourse context , 1982, Journal of Linguistics.

[5]  Carl Pollard,et al.  A Centering Approach to Pronouns , 1987, ACL.

[6]  Constantin Orasan CLinkA A Coreferential Links Annotator , 2000, LREC.

[7]  Philip Resnik,et al.  Semantic Similarity in a Taxonomy: An Information-Based Measure and its Application to Problems of Ambiguity in Natural Language , 1999, J. Artif. Intell. Res..

[8]  Eric Brill,et al.  A Simple Rule-Based Part of Speech Tagger , 1992, HLT.

[9]  Shalom Lappin,et al.  An Algorithm for Pronominal Anaphora Resolution , 1994, CL.

[10]  Udo Hahn,et al.  Inferential Realization Constraints on Functional Anaphora in the Centering Model , 1996 .

[11]  George A. Miller,et al.  Introduction to WordNet: An On-line Lexical Database , 1990 .

[12]  Randall Hendrick,et al.  The Representation and Processing of Coreference in Discourse , 1998, Cogn. Sci..

[13]  Noam Chomsky,et al.  Lectures on Government and Binding , 1981 .

[14]  Ruslan Mitkov Factors in anaphora resolution: they are not the only things that matter. A case study based on two different approaches , 1997 .

[15]  Kees van Deemter,et al.  On Coreferring: Coreference in MUC and Related Annotation Schemes , 2000, CL.

[16]  Tomek Strzalkowski,et al.  From Discourse to Logic , 1991 .

[17]  Nancy Ide,et al.  Veins Theory: A Model of Global Discourse Cohesion and Coherence , 1998, ACL.

[18]  Robert J. Gaizauskas,et al.  Evaluating a Focus-Based Approach to Anaphora Resolution , 1998, COLING-ACL.

[19]  Lynette Hirschman,et al.  Automating Coreference: The Role of Annotated Training Data , 1998, ArXiv.

[20]  Branimir Boguraev,et al.  Anaphora for Everyone: Pronominal Anaphora Resolution without a Parser , 1996, COLING.

[21]  Jerry R. Hobbs Resolving pronoun references , 1986 .

[22]  Michael Halliday,et al.  Cohesion in English , 1976 .

[23]  Megumi Kameyama,et al.  Recognizing referential links: an information extraction prespective , 1997, ArXiv.

[24]  Izumi Tanaka,et al.  The Value of an Annotated Corpus in the Investigation of Anaphoric Pronouns : With Particular Reference to Backwards Anaphora in English. , 2000 .

[25]  Simone Teufel,et al.  Resolving bridging references in unrestricted text , 1997 .

[26]  Tanya Reinhart,et al.  Definite NP Anaphora and C. Command Domains , 1981 .

[27]  Dan Cristea,et al.  An Integrating Framework for Anaphora Resolution , 2001 .

[28]  Lynette Hirschman,et al.  Appendix F: MUC-7 Coreference Task Definition (version 3.0) , 1998, MUC.

[29]  Dan Cristea,et al.  AR-Engine - a framework for unrestricted co-reference resolution , 2002, LREC.

[30]  R. Mitkov,et al.  Handling complex anaphora resolution cases , 2004 .