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Hits 1 – 3 of 3
1
Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Bing, Lidong
;
Hai, Zhen
. - : Underline Science Inc., 2021
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2
Jointly Identifying Rhetoric and Implicit Emotions via Multi-Task Learning ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Chen, Xin
;
Hai, Zhen
;
Li, Deyu
;
Wang, Dian
;
Wang, Suge
. - : Underline Science Inc., 2021
Abstract:
Read paper: https://www.aclanthology.org/2021.findings-acl.123 Abstract: Rhetorical implicit emotion identification is one of important and challenging tasks in natural language processing. We observe that each rhetoric may express certain evidence of semantic and syntactic patterns. Then, we design a gate mechanism based classification module to capture respective rhetorical representation and identify each rhetoric. Moreover, sentences carved with rhetoric tends to express emotions in subtle ways. We thus propose a new multi-task learning framework that can encode the categorical correlation between tasks to improve the performance of rhetoric and emotion identification problem. Experimental results validate the benefit of the proposed model over state-of-the-art baselines for rhetoric and emotion identification tasks. In addition, a new Chinese rhetorical implicit emotion dataset was constructed and will be released in this work. ...
Keyword:
Computational Linguistics
;
Condensed Matter Physics
;
Deep Learning
;
Electromagnetism
;
FOS Physical sciences
;
Information and Knowledge Engineering
;
Neural Network
;
Semantics
URL:
https://dx.doi.org/10.48448/jrhf-dy28
https://underline.io/lecture/26214-jointly-identifying-rhetoric-and-implicit-emotions-via-multi-task-learning
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3
The effects of Social Networking Site (SNS) use on college students’ friendship and well-being
Wang, Jin-Liang
;
Jackson, Linda A.
;
Gaskin, James
...
In:
Computers in human behavior. - Amsterdam [u.a.] : Elsevier
37 (2014), 229-236
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