56 search results - page 1 / 12 » Unsupervised Models for Coreference Resolution |
EMNLP
2008
14 years 11 months ago
2008
We present a generative model for unsupervised coreference resolution that views coreference as an EM clustering process. For comparison purposes, we revisit Haghighi and Klein�...
70
Voted
ACL
2010
14 years 7 months ago
2010
This paper examines how a new class of nonparametric Bayesian models can be effectively applied to an open-domain event coreference task. Designed with the purpose of clustering c...
73
Voted
EMNLP
2010
14 years 7 months ago
2010
Most coreference resolution models determine if two mentions are coreferent using a single function over a set of constraints or features. This approach can lead to incorrect deci...
69
Voted
ACL
2007
14 years 11 months ago
2007
We present an unsupervised, nonparametric Bayesian approach to coreference resolution which models both global entity identity across a corpus as well as the sequential anaphoric ...
NAACL
2010
14 years 7 months ago
2010
Coreference resolution is governed by syntactic, semantic, and discourse constraints. We present a generative, model-based approach in which each of these factors is modularly enc...