A machine learning approach to coreference resolution of noun phrases

WM Soon, HT Ng, DCY Lim - Computational linguistics, 2001 - direct.mit.edu
In this paper, we present a learning approach to coreference resolution of noun phrases in
unrestricted text. The approach learns from a small, annotated corpus and the task includes …

[PDF][PDF] Improving machine learning approaches to coreference resolution

V Ng, C Cardie - Proceedings of the 40th annual meeting of the …, 2002 - aclanthology.org
We present a noun phrase coreference system that extends the work of Soon et al.(2001)
and, to our knowledge, produces the best results to date on the MUC-6 and MUC-7 …

[图书][B] Anaphora resolution

R Mitkov - 2014 - api.taylorfrancis.com
Teaching computers to solve language problems is one of the major challengesof natural
language processing. There is a large amount of interesting researchdevoted to this field …

[图书][B] Anaphora resolution: the state of the art

R Mitkov - 1999 - saksagan.ceng.metu.edu.tr
Anaphora resolution is a complicated problem in Natural Language Processing and has
attracted the attention of many researchers. The approaches developed-traditional (from …

[PDF][PDF] Bootstrapping path-based pronoun resolution

S Bergsma, D Lin - … of the 21st international conference on …, 2006 - aclanthology.org
We present an approach to pronoun resolution based on syntactic paths. Through a simple
bootstrapping procedure, we learn the likelihood of coreference between a pronoun and a …

[图书][B] Resolving pronominal reference to abstract entities

DK Byron - 2002 - search.proquest.com
This thesis describes an implemented technique for resolving anaphoric pronouns referring
to both individual and abstract entities. The model defines rules for evoking high-order …

[PDF][PDF] Coreference for NLP applications

TS Morton - Proceedings of the 38th annual meeting of the …, 2000 - aclanthology.org
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[PDF][PDF] Exploiting syntactic patterns as clues in zero-anaphora resolution

R Iida, K Inui, Y Matsumoto - … and 44th Annual Meeting of the …, 2006 - aclanthology.org
We approach the zero-anaphora resolution problem by decomposing it into intra-sentential
and inter-sentential zeroanaphora resolution. For the former problem, syntactic patterns of …

[PDF][PDF] Incorporating contextual cues in trainable models for coreference resolution

R Iida, K Inui, H Takamura… - Proceedings of the EACL …, 2003 - researchgate.net
We propose a method that incorporates various novel contextual cues into a machine
learning for resolving coreference. Distinct characteristics of our model are (i) incorporating …

Outstanding issues in anaphora resolution

R Mitkov - … Linguistics and Intelligent Text Processing: Second …, 2001 - Springer
This paper argues that even though there has been considerable ad-vance in the research
in anaphora resolution over the last 10 years, there are still a number of outstanding issues …