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Simple Search
Hits 1 – 15 of 15
1
Semantics-Preserved Distortion for Personal Privacy Protection ...
Peng, Letian
;
Li, Zuchao
;
Zhao, Hai
. - : arXiv, 2022
BASE
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2
Head-driven Phrase Structure Parsing in O($n^3$) Time Complexity ...
Li, Zuchao
;
Zhou, Junru
;
Zhao, Hai
. - : arXiv, 2021
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3
Unsupervised Neural Machine Translation with Universal Grammar ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Li, Zuchao
;
Sumita, Eiichiro
. - : Underline Science Inc., 2021
BASE
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4
Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Jiang, Shu
;
Jing, Hongjiang
;
Li, Zuchao
;
Zhao, Hai
. - : Underline Science Inc., 2021
Abstract:
Anthology paper link: https://aclanthology.org/2021.emnlp-main.318/ Abstract: Aspect-based sentiment analysis (ABSA) task consists of several subtasks. Aspect sentiment triplet extraction (ASTE) subtask of ABSA was proposed recently which aims to formulate the relevant information into a triplet: target aspect object, opinion clue, and sentiment polarity orientation. However, most of the existing joint models only focus on the benefits of encoder sharing between subtasks but ignore the difference. Therefore, we propose a dual-encoder approach, in which a pair encoder especially focuses on candidate aspect-opinion pair classification, and the original encoder keeps attention on sequence labeling. Empirical results show that our proposed model significantly outperforms the previous state-of-the-art on 8 benchmark datasets. ...
Keyword:
Computational Linguistics
;
Machine Learning
;
Machine Learning and Data Mining
;
Natural Language Processing
;
Sentiment Analysis
URL:
https://dx.doi.org/10.48448/0z51-tx72
https://underline.io/lecture/37639-seeking-common-but-distinguishing-difference,-a-joint-aspect-based-sentiment-analysis-model
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5
Syntax Role for Neural Semantic Role Labeling ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Cai, Jiaxun
;
He, Shexia
. - : Underline Science Inc., 2021
BASE
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6
Syntax Role for Neural Semantic Role Labeling ...
Li, Zuchao
;
Zhao, Hai
;
He, Shexia
. - : arXiv, 2020
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7
Adaptive Convolution for Semantic Role Labeling ...
Munir, Kashif
;
Zhao, Hai
;
Li, Zuchao
. - : arXiv, 2020
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8
Cross-lingual Universal Dependency Parsing Only from One Monolingual Treebank ...
Sun, Kailai
;
Li, Zuchao
;
Zhao, Hai
. - : arXiv, 2020
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9
Syntax-aware Multilingual Semantic Role Labeling ...
He, Shexia
;
Li, Zuchao
;
Zhao, Hai
. - : arXiv, 2019
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10
Subword ELMo ...
Li, Jiangtong
;
Zhao, Hai
;
Li, Zuchao
. - : arXiv, 2019
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11
Parsing All: Syntax and Semantics, Dependencies and Spans ...
Zhou, Junru
;
Li, Zuchao
;
Zhao, Hai
. - : arXiv, 2019
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12
Dependency and Span, Cross-Style Semantic Role Labeling on PropBank and NomBank ...
Li, Zuchao
;
Zhao, Hai
;
Zhou, Junru
. - : arXiv, 2019
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13
CoNLL 2018 Shared Task System Outputs
Zeman, Daniel
;
Potthast, Martin
;
Duthoo, Elie
. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2018
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14
Effective Subword Segmentation for Text Comprehension ...
Zhang, Zhuosheng
;
Zhao, Hai
;
Ling, Kangwei
. - : arXiv, 2018
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15
A Full End-to-End Semantic Role Labeler, Syntax-agnostic Over Syntax-aware? ...
Cai, Jiaxun
;
He, Shexia
;
Li, Zuchao
. - : arXiv, 2018
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