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Adversarial Learning for Discourse Rhetorical Structure Parsing ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.305 Abstract: Text-level discourse rhetorical structure (DRS) parsing is known to be challenging due to the notorious lack of training data. Although recent top-down DRS parsers can better leverage global document context and have achieved certain success, the performance is still far from perfect. To our knowledge, all previous DRS parsers make local decisions for either bottom-up node composition or top-down split point ranking at each time step, and largely ignore DRS parsing from the global view point. Obviously, it is not sufficient to build an entire DRS tree only through these local decisions. In this work, we present our insight on evaluating the pros and cons of the entire DRS tree for global optimization. Specifically, based on recent well-performing top-down frameworks, we introduce a novel method to transform both gold standard and predicted constituency trees into tree diagrams with two color channels. After that, we learn an adversarial bot ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://underline.io/lecture/25661-adversarial-learning-for-discourse-rhetorical-structure-parsing
https://dx.doi.org/10.48448/mwyy-kr10
BASE
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2
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ...
BASE
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3
Coupling Context Modeling with Zero Pronoun Recovering for Document-Level Natural Language Generation ...
BASE
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4
Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training ...
BASE
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5
Extraction of causal relations based on SBEL and BERT model
In: Database (Oxford) (2021)
BASE
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6
Improving neural sentence alignment with word translation [<Journal>]
Ding, Ying [Verfasser]; Li, Junhui [Verfasser]; Gong, Zhengxian [Verfasser].
DNB Subject Category Language
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7
Sentiment Forecasting in Dialog ...
BASE
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8
Modeling Source Syntax for Neural Machine Translation ...
Li, Junhui; Xiong, Deyi; Tu, Zhaopeng. - : arXiv, 2017
BASE
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9
Chemical-induced disease relation extraction with various linguistic features
Gu, Jinghang; Qian, Longhua; Zhou, Guodong. - : Oxford University Press, 2016
BASE
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10
Natural Language Processing and Chinese Computing : Second CCF Conference, NLPCC 2013, Chongqing, China, November 15-19, 2013. Proceedings
Zhou, Guodong; Li, Juanzi; Zhao, Dongyan. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2013
UB Frankfurt Linguistik
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11
Natural language processing and Chinese computing : second CCF conference ; proceedings
Zhao, Dongyan (Hrsg.); Feng, Yansong (Hrsg.); Li, Juanzi (Hrsg.). - Heidelberg [u.a.] : Springer, 2013
BLLDB
UB Frankfurt Linguistik
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12
Natural Language Processing and Chinese Computing : First CCF Conference, NLPCC 2012, Beijing, China, October 31-November 5, 2012. Proceedings
Zhou, Ming; Zhou, Guodong; Zhao, Dongyan. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2012
UB Frankfurt Linguistik
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13
Natural language processing and chinese computing : first CCF conference ; proceedings
Zhou, Ming [Herausgeber]; Zhou, Guodong [Herausgeber]; Zhao, Dongyan [Herausgeber]. - 2012
DNB Subject Category Language
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14
Natural language processing and chinese computing : first CCF conference ; proceedings
Zhou, Ming (Hrsg.); Zhou, Guodong (Hrsg.); Zhao, Dongyan (Hrsg.). - Heidelberg [u.a.] : Springer, 2012
UB Frankfurt Linguistik
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15
Tree kernel-based semantic relation extraction with rich syntactic and semantic information
In: Information sciences. - New York, NY : Elsevier Science Inc. 180 (2010) 8, 1313-1325
OLC Linguistik
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16
Employing personal/impersonal views in supervised and semi-supervised sentiment classification
In: Association for Computational Linguistics. Proceedings of the conference. - Stroudsburg, Penn. : ACL 48 (2010) 1, 414-423
BLLDB
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17
Joint syntactic and semantic parsing of Chinese
In: Association for Computational Linguistics. Proceedings of the conference. - Stroudsburg, Penn. : ACL 48 (2010) 2, 1108-1117
BLLDB
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18
Label propagation via bootstrapped support vectors for semantic relation extraction between named entities
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 23 (2009) 4, 464-478
BLLDB
OLC Linguistik
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19
Diagnosable evaluation of DCC linear congruential graphs under the PMC diagnostic model
In: Information sciences. - New York, NY : Elsevier Science Inc. 179 (2009) 11, 1785-1791
OLC Linguistik
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20
Semantic role labeling using a grammar-driven convolution tree kernel
In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 16 (2008) 7, 1315-1329
BLLDB
OLC Linguistik
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