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A Mention-Ranking Model for Abstract Anaphora Resolution
[article]
2017
arXiv
pre-print
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We propose a mention-ranking model that learns how abstract anaphors relate to their antecedents with an LSTM-Siamese Net. ...
Our model outperforms state-of-the-art results on shell noun resolution. We also report first benchmark results on an abstract anaphora subset of the ARRAU corpus. ...
We would like to thank anonymous reviewers for useful comments and especially thank Todor Mihaylov for the model implementations advices and everyone in the Computational Linguistics Group for helpful ...
arXiv:1706.02256v2
fatcat:zbu4zwaspzfrrhhfln4eythbjm
A Mention-Ranking Model for Abstract Anaphora Resolution
2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
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We propose a mention-ranking model that learns how abstract anaphors relate to their antecedents with an LSTM-Siamese Net. ...
Our model outperforms state-of-the-art results on shell noun resolution. We also report first benchmark results on an abstract anaphora subset of the ARRAU corpus. ...
We would like to thank anonymous reviewers for useful comments and especially thank Todor Mihaylov for the model implementations advices and everyone in the Computational Linguistics Group for helpful ...
doi:10.18653/v1/d17-1021
dblp:conf/emnlp/MarasovicBOF17
fatcat:tsi2bejulvcjbhx2yua7zjemvu
Anaphora and Coreference Resolution: A Review
[article]
2018
arXiv
pre-print
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The area of entity resolution in NLP has seen proliferation of research in two separate sub-areas namely: anaphora resolution and coreference resolution. ...
Entity resolution aims at resolving repeated references to an entity in a document and forms a core component of natural language processing (NLP) research. ...
It is labelled for multiantecedent anaphora, abstract anaphora, events, actions and plans. ...
arXiv:1805.11824v1
fatcat:ighrkr6f2nexphrw3qfojatmde
A preliminary study in zero anaphora coreference resolution for Polish
2017
Cognitive Studies | Études cognitives
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A preliminary study in zero anaphora coreference resolution for PolishZero anaphora is an element of the coreference resolution task that has not yet been directly addressed in Polish and, in most studies ...
For the same reason, we restrict coreference resolution in this study to mention clusters built around named entities. ...
, Zhang, and Liu (2016) have proposed a deep neural network model that eliminates the need for hand-crafted features, by generating an abstract representation. ...
doi:10.11649/cs.1316
fatcat:dcbapf6nujhgvkhc6owdmemxie
Towards Evaluating the Impact of Anaphora Resolution on Text Summarisation from a Human Perspective
[chapter]
2016
Lecture Notes in Computer Science
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At a subject domain level, however, the results demonstrate that the contribution of AR towards TS is domain dependent and for some domains it has a statistically significant impact on TS. ...
The study reported in this paper seeks to establish whether Anaphora Resolution (AR) can improve the quality of generated summaries, and to assess whether AR has the same impact on text from different ...
Two summaries were generated for each abstract, one summary was generated without applying Anaphora Resolution and the second summary was generated by applying Anaphora Resolution before summarisation ...
doi:10.1007/978-3-319-41754-7_16
fatcat:bluminc6xjbttcjpz5is3wmsje
Dialogue Acts, Synchronizing Units, and Anaphora Resolution
2000
Journal of Semantics
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In this paper, we present the results of a corpus analysis, and a model of anaphora resolution in spontaneous spoken dialogues. ...
of the anaphor resolution algorithm. ...
Acknowledgements We would like to thank Donna Byron and Amanda Stent for discussing the central issues in this paper and three anonymous reviewers for helpful comments. ...
doi:10.1093/jos/17.1.51
fatcat:cgdpbmcftbhg3mvbb2vwfhwkg4
Evalita 2011: Anaphora Resolution Task
[chapter]
2013
Lecture Notes in Computer Science
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This paper discusses the Anaphora Resolution task proposed as a track at the Evalita-2011 evaluation campaign for the Italian language. ...
The annotation guidelines have been designed to cover a large variety of linguistic phenomena related to anaphora/coreference. ...
In the Anaphora Resolution task, we measure a system's ability to correctly recognize mentions of the same real-world entity within a given document. ...
doi:10.1007/978-3-642-35828-9_16
fatcat:2biyuid5bjfvvmdkngm3h6kumu
An Algorithm for Anaphora Resolution in Spanish Texts
2001
Computational Linguistics
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statistical) in anaphora resolution for Spanish. ...
The paper also provides a definition for syntactic conditions on Spanish NP-pronoun noncoreference using partial parsing. ...
Acknowledgments The authors wish to thank Ferran Pla, Natividad Prieto, and Antonio Molina for contributing their tagger (Pla 2000) ; and Richard Evans, Mikel Forcada, and Rafael Carrasco for their helpful ...
doi:10.1162/089120101753342662
fatcat:or6ukih3bjhynbmxjgxxxvhl7u
Processing Complex Sentences in the Centering Framework
[article]
1996
arXiv
pre-print
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We extend the centering model for the resolution of intra-sentential anaphora and specify how to handle complex sentences. ...
An empirical evaluation indicates that the functional information structure guides the search for an antecedent within the sentence. ...
I would like to thank my colleagues in the CLIF group for fruitful discussions. I would also like to thank Jon Alcantara (Cambridge) who kindly took the role of the native speaker via Internet. ...
arXiv:cmp-lg/9605022v1
fatcat:6ww6ypl4nvdzhhwya7irr7d36a
Processing complex sentences in the centering framework
1996
Proceedings of the 34th annual meeting on Association for Computational Linguistics -
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We extend the centering model for the resolution of intia-sentential anaphora and specify how to handle complex sentences. ...
An empirical evaluation indicates that the functional information structure guides the search for an antecedent within the sentence. ...
I would like to thank my colleagues in the C£27~" group for fruitful discussions. I would also like to thank Jon Alcantara (Cambridge) who kindly took the role of the native speaker via Internet. ...
doi:10.3115/981863.981921
dblp:conf/acl/Strube96
fatcat:q4j37kjf6veqxncaozhk432ode
XCoref: Cross-document Coreference Resolution in the Wild
[article]
2021
arXiv
pre-print
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For example, coreferential mentions of "direct talks between U.S. ...
Datasets and methods for cross-document coreference resolution (CDCR) focus on events or entities with strict coreference relations. ...
Using XCoref interm , we test if the proposed methods for resolution of the bridging coreference anaphora outperform the simpler methods for the same coreference relations. ...
arXiv:2109.05252v1
fatcat:webooihcjjgmdmnqgnfh655a6e
ParseTalk about Textual Ellipsis
1995
arXiv
pre-print
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A hybrid methodology for the resolution of text-level ellipsis is presented in this paper. ...
We state text grammatical predicates for ellipsis and then turn to the procedural aspects of their evaluation within the framework of an actor-based implementation of a lexically distributed parser. ...
Strube) and a grant from DFG (Ha 2907/1-3; U. Hahn). ...
arXiv:cmp-lg/9509005v1
fatcat:hffby4r3hjc6lahii6gldncnoq
A Technique for Anaphora Resolution of Text
2013
International Journal of Applied Information Systems
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In this paper we have proposed a method for anaphora resolution to engineer information management. ...
To achieve a more precise resolution system WordNet lexical database is exploited to compare the synonyms of the anaphor with its possible referents. ...
Anaphora or co reference resolution has its major application in summarization, information extraction, information abstractions, Natural language Understanding tasks and other such fields which play a ...
doi:10.5120/ijais12-450836
fatcat:wslhomy6rzbwzj7ws2vmd4f6py
Functional Centering
[article]
1996
arXiv
pre-print
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the centering model. ...
Based on empirical evidence from a free word order language (German) we propose a fundamental revision of the principles guiding the ordering of discourse entities in the forward-looking centers within ...
We would like to thank our colleagues in the CLIF group for fruitful discussions and Jon Alcantara (Cambridge, UK) for re-reading the final version via Internet. ...
arXiv:cmp-lg/9605021v1
fatcat:cneijlwhwbayfgho7vl6wm72ca
Statistical Features Identification for Sentiment Analysis Using Machine Learning Techniques
2013
2013 International Symposium on Computational and Business Intelligence
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In this paper, we have proposed a sentiment analysis system which combines rule-based and machine learning approaches to identify feature-opinion pairs and their polarity. ...
In [5] , Jakob and Gurevych presented an unsupervised anaphora resolution approach for feature identification in movie reviews using a rule-based pronominal resolution algorithm, CogNIAC, which resolves ...
All anaphora pronouns present in a sentence that require mapping are extracted, and a set of anaphora A={a 1 , a 2 , a 3 ,…,a n } is compiled for proper context determination. ...
doi:10.1109/iscbi.2013.43
fatcat:32ezun463fck3oyc5twsw7eev4
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