[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] Identification and resolution of Chinese zero pronouns: A machine learning approach

S Zhao, HT Ng - Proceedings of the 2007 joint conference on …, 2007 - aclanthology.org
In this paper, we present a machine learning approach to the identification and resolution of
Chinese anaphoric zero pronouns. We perform both identification and resolution …

[PDF][PDF] Annotating a Japanese text corpus with predicate-argument and coreference relations

R Iida, M Komachi, K Inui… - Proceedings of the …, 2007 - aclanthology.org
In this paper, we discuss how to annotate coreference and predicate-argument relations in
Japanese written text. There have been research activities for building Japanese text …

[PDF][PDF] Chinese zero pronoun resolution with deep neural networks

C Chen, V Ng - Proceedings of the 54th Annual Meeting of the …, 2016 - aclanthology.org
While unsupervised anaphoric zero pronoun (AZP) resolvers have recently been shown to
rival their supervised counterparts in performance, it is relatively difficult to scale them up to …

[PDF][PDF] A tree kernel-based unified framework for Chinese zero anaphora resolution

F Kong, G Zhou - Proceedings of the 2010 Conference on …, 2010 - aclanthology.org
This paper proposes a unified framework for zero anaphora resolution, which can be divided
into three sub-tasks: zero anaphor detection, anaphoricity determination and antecedent …

Deep reinforcement learning for chinese zero pronoun resolution

Q Yin, Y Zhang, W Zhang, T Liu, WY Wang - arXiv preprint arXiv …, 2018 - arxiv.org
Deep neural network models for Chinese zero pronoun resolution learn semantic
information for zero pronoun and candidate antecedents, but tend to be short-sighted---they …

Zero pronoun resolution with attention-based neural network

Q Yin, Y Zhang, W Zhang, T Liu… - Proceedings of the 27th …, 2018 - aclanthology.org
Recent neural network methods for zero pronoun resolution explore multiple models for
generating representation vectors for zero pronouns and their candidate antecedents …

[PDF][PDF] A discriminative approach to japanese zero anaphora resolution with large-scale lexicalized case frames

R Sasano, S Kurohashi - … of 5th International Joint Conference on …, 2011 - aclanthology.org
We present a discriminative model for Japanese zero anaphora resolution that
simultaneously determines an appropriate case frame for a given predicate and its predicate …

Generating and exploiting large-scale pseudo training data for zero pronoun resolution

T Liu, Y Cui, Q Yin, W Zhang, S Wang, G Hu - arXiv preprint arXiv …, 2016 - arxiv.org
Most existing approaches for zero pronoun resolution are heavily relying on annotated data,
which is often released by shared task organizers. Therefore, the lack of annotated data …

Chinese zero pronoun resolution with deep memory network

Q Yin, Y Zhang, W Zhang, T Liu - Proceedings of the 2017 …, 2017 - aclanthology.org
Existing approaches for Chinese zero pronoun resolution typically utilize only syntactical
and lexical features while ignoring semantic information. The fundamental reason is that …