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1
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition ...
BASE
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2
HiTrans: A Transformer-Based Context- and Speaker-Sensitive Model for Emotion Detection in Conversations ...
BASE
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3
Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic Convolutions ...
Abstract: In this paper, we target improving the joint dialogue act recognition (DAR) and sentiment classification (SC) tasks by fully modeling the local contexts of utterances. First, we employ the dynamic convolution network (DCN) as the utterance encoder to capture the dialogue contexts. Further, we propose a novel context-aware dynamic convolution network (CDCN) to better leverage the local contexts when dynamically generating kernels. We extended our frameworks into bi-channel version (i.e., BDCN and BCDCN) under multi-task learning to achieve the joint DAR and SC. Two channels can learn their own feature representations for DAR and SC, respectively, but with latent interaction. Besides, we suggest enhancing the tasks by employing the DiaBERT language model. Our frameworks1 obtain state-of-the-art performances against all baselines on two benchmark datasets, demonstrating the importance of modeling the local contexts. ...
Keyword: Computer and Information Science; Natural Language Processing; Neural Network
URL: https://dx.doi.org/10.48448/p5w2-cn16
https://underline.io/lecture/6379-modeling-local-contexts-for-joint-dialogue-act-recognition-and-sentiment-classification-with-bi-channel-dynamic-convolutions
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4
End to End Chinese Lexical Fusion Recognition with Sememe Knowledge ...
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5
Nominal Compound Chain Extraction: A New Task for Semantic-enriched Lexical Chain ...
Li, Bobo; Fei, Hao; Ren, Yafeng. - : arXiv, 2020
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6
Cross-lingual Semantic Role Labeling with Model Transfer ...
Fei, Hao; Zhang, Meishan; Li, Fei. - : arXiv, 2020
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7
Retrofitting Structure-aware Transformer Language Model for End Tasks ...
Fei, Hao; Ren, Yafeng; Ji, Donghong. - : arXiv, 2020
BASE
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8
Chinese semantic parsing based on feature structure with recursive directed graph [<Journal>]
Chen, Bo [Verfasser]; Lü, Chen [Verfasser]; Wei, Xiaomei [Verfasser].
DNB Subject Category Language
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9
The CHEMDNER corpus of chemicals and drugs and its annotation principles
Krallinger, Martin; Rabal, Obdulia; Leitner, Florian. - : BioMed Central, 2015
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10
Chinese Lexical Semantics : 13th Workshop, CLSW 2012, Wuhan, China, July 6-8, 2012, Revised Selected Papers
Ji, Donghong; Xiao, Guozheng. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2013
UB Frankfurt Linguistik
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11
Chinese Lexical Semantics : 13th Workshop, CLSW 2012, Wuhan, China, July 6-8, 2012, Revised Selected Papers
Ji, Donghong [Herausgeber]; Xiao, Guozheng [Herausgeber]. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2013
DNB Subject Category Language
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12
Chinese lexical semantics : 13th workshop ; revised selected papers
Ji, Donghong [Herausgeber]; Xiao, Guozheng [Herausgeber]. - 2013
DNB Subject Category Language
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13
Chinese lexical semantics : 13th workshop, CLSW 2012 ; Wuhan, China, July 6 - 8, 2012 ; revised selected papers
Ji, Donghong (Hrsg.); Xiao, Guozheng (Hrsg.). - Berlin [u.a.] : Springer, 2013
UB Frankfurt Linguistik
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14
Chinese document re-ranking based on automatically acquired term resource
In: Language resources and evaluation. - Dordrecht [u.a.] : Springer 43 (2009) 4, 385-406
BLLDB
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15
Word sense learning based on feature selection and MDL principle
In: Language resources and evaluation. - Dordrecht [u.a.] : Springer 40 (2006) 3-4, 375-393
BLLDB
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16
Abstract
In: http://ucrel.lancs.ac.uk/acl/C/C98/C98-1095.pdf
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17
Combining a Chinese Thesaurus with a Chinese Dictionary
In: http://acl.ldc.upenn.edu/P/P98/P98-1098.pdf
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18
Information Retrieval Using Label Propagation Based Ranking
In: http://www.mt-archive.info/NTCIR-2007-Yang.pdf
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