Detecting Bridge Anaphora

The paper presents one of most important issues in natural language processing (NLP), namely the automated recognition of semantic relations (in this case, bridge anaphora). In this sense, we propose to recognize automatically, as accurately as possible, this type of relations in a literary corpus (the novel Quo Vadis), knowing that the diversity and complexity of relations between entities is impressive. Furthermore, we defined and classified the bridge anaphora type relations based on annotation conventions. In order to achieve the main goal, we developed a computational instrument, BAT (Bridge Anaphora Tool), currently still in a test (and implicitly an improvable) version. This study is intended to help especially specialists and researchers in the field of natural language processing, linguists, but not only.

[1]  Shalom Lappin Anaphora Processing: Linguistic, Cognitive, and Computational Modelling , 2005 .

[2]  Daniela Gîfu,et al.  Quo Vadis: A Corpus of Entities and Relations , 2015 .

[3]  Marko Bajec,et al.  SkipCor: Skip-Mention Coreference Resolution Using Linear-Chain Conditional Random Fields , 2014, PloS one.

[4]  Marius Cioca,et al.  Detecting Emotions in Comments on Forums , 2014, Int. J. Comput. Commun. Control.

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

[6]  Constantin Orasan,et al.  PALinkA: A highly customisable tool for discourse annotation , 2003, SIGDIAL Workshop.

[7]  John Hale,et al.  A Statistical Approach to Anaphora Resolution , 1998, VLC@COLING/ACL.

[8]  Luz Rello,et al.  A Comparative Study of Spanish Zero Pronoun Distribution , 2009 .

[9]  Daniela Gîfu,et al.  Analysis of Bridge Anaphora Across Novel , 2015 .

[10]  T. Wasow Anaphoric relations in English , 1972 .

[11]  Oren Etzioni,et al.  Open Information Extraction from the Web , 2007, CACM.

[12]  David Abend,et al.  Semantic Relations And The Lexicon Antonymy Synonymy And Other Paradigms , 2016 .

[13]  Smita Singh,et al.  Analysis of Anaphora Resolution System for English Language , 2014 .

[14]  Nicholas Asher,et al.  Unsupervised extraction of semantic relations using discourse cues , 2014, COLING.

[15]  Tyne Liang,et al.  Automatic Pronominal Anaphora Resolution in English Texts , 2003, ROCLING.

[16]  Online Civic Identity. Extraction of Features , 2013 .

[17]  Matthias Buch-Kromann,et al.  Anaphoric Relations in the Copenhagen Dependency Treebanks , 2011 .

[19]  Anna Nedoluzhko,et al.  Extended Coreferential Relations and Bridging Anaphora in the Prague Dependency Treebank , .

[20]  Iris Hendrickx,et al.  Analysis and Reference Resolution of Bridge Anaphora across Different Text Genres , 2011, DAARC.

[21]  Preslav Nakov,et al.  Semantic Relations Between Nominals , 2013, Semantic Relations Between Nominals.

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