[PDF][PDF] Supervised noun phrase coreference research: The first fifteen years

V Ng - Proceedings of the 48th annual meeting of the …, 2010 - aclanthology.org
The research focus of computational coreference resolution has exhibited a shift from
heuristic approaches to machine learning approaches in the past decade. This paper …

[PDF][PDF] Supervised models for coreference resolution

A Rahman, V Ng - Proceedings of the 2009 conference on …, 2009 - aclanthology.org
Traditional learning-based coreference resolvers operate by training a mentionpair classifier
for determining whether two mentions are coreferent or not. Two independent lines of recent …

[PDF][PDF] Learning to resolve bridging references

M Poesio, R Mehta, A Maroudas… - Proceedings of the 42nd …, 2004 - aclanthology.org
We use machine learning techniques to find the best combination of local focus and lexical
distance features for identifying the anchor of mereological bridging references. We find that …

Narrowing the modeling gap: A cluster-ranking approach to coreference resolution

A Rahman, V Ng - Journal of Artificial Intelligence Research, 2011 - jair.org
Traditional learning-based coreference resolvers operate by training the mention-pair model
for determining whether two mentions are coreferent or not. Though conceptually simple and …

[PDF][PDF] Coreference-inspired coherence modeling

M Elsner, E Charniak - Proceedings of ACL-08: HLT, short papers, 2008 - aclanthology.org
Research on coreference resolution and summarization has modeled the way entities are
realized as concrete phrases in discourse. In particular there exist models of the noun …

Comparing knowledge sources for nominal anaphora resolution

K Markert, M Nissim - Computational Linguistics, 2005 - direct.mit.edu
We compare two ways of obtaining lexical knowledge for antecedent selection in other-
anaphora and definite noun phrase coreference. Specifically, we compare an algorithm that …

Statistical anaphora resolution in biomedical texts

CV Gasperin - 2009 - cl.cam.ac.uk
This thesis presents a study of anaphora in biomedical scientific literature and focuses on
tackling the problem of anaphora resolution in this domain. Biomedical literature has been …

[PDF][PDF] Using LSA to automatically identify givenness and newness of noun phrases in written discourse

Z Cai, D Dufty, AC Graesser… - Proceedings of the …, 2005 - escholarship.org
Identifying given and new information within a text has long been addressed as a research
issue. However, there has previously been no accurate computational method for assessing …

[PDF][PDF] Création d'un corpus annoté pour le traitement des descriptions définies

C Gardent, H Manuélian - Traitement Automatique des Langues, 2005 - members.loria.fr
L'évaluation et l'entraînement d'algorithmes pour le traitement automatique d'anaphores
nécessitent le développement de corpus annotés. Dans cet article, nous proposons une …

[PDF][PDF] Automatically acquiring fine-grained information status distinctions in German

A Cahill, A Riester - Proceedings of the 13th Annual Meeting of …, 2012 - aclanthology.org
We present a model for automatically predicting information status labels for German
referring expressions. We train a CRF on manually annotated phrases, and predict a fine …