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1
Zero-shot Cross-lingual Conversational Semantic Role Labeling ...
Wu, Han; Tan, Haochen; Xu, Kun. - : arXiv, 2022
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2
TexSmart: A System for Enhanced Natural Language Understanding ...
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3
Domain-Adaptive Pretraining Methods for Dialogue Understanding ...
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4
Exophoric Pronoun Resolution in Dialogues with Topic Regularization ...
Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.311/ Abstract: Resolving pronouns to their referents has long been studied as a fundamental natural language understanding problem. Previous works on pronoun coreference resolution (PCR) mostly focus on resolving pronouns to mentions in text while ignoring the exophoric scenario. Exophoric pronouns are common in daily communications, where speakers may directly use pronouns to refer to some objects present in the environment without introducing the objects first. Although such objects are not mentioned in the dialogue text, they can often be disambiguated by the general topics of the dialogue. Motivated by this, we propose to jointly leverage the local context and global topics of dialogues to solve the out-of-text PCR problem. Extensive experiments demonstrate the effectiveness of adding topic regularization for resolving exophoric pronouns. ...
Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing; Natural Language Understanding
URL: https://dx.doi.org/10.48448/pe78-ys82
https://underline.io/lecture/37577-exophoric-pronoun-resolution-in-dialogues-with-topic-regularization
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5
DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling ...
Wang, Baojun; Zhang, Zhao; Xu, Kun. - : arXiv, 2021
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6
DyLex: Incoporating Dynamic Lexicons into BERT for Sequence Labeling ...
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7
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter ...
Xu, Kun; Tan, Haochen; Song, Linfeng. - : arXiv, 2020
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8
Larch in the Changing Climate
Xu, Kun. - 2018
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9
Is There a Processing Preference for Object Relative Clauses in Chinese? Evidence From ERPs
Bulut, Talat; Cheng, Shih-Kuen; Xu, Kun-Yu. - : Frontiers Media S.A., 2018
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