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2110.07310
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Solving Aspect Category Sentiment Analysis as a Text Generation Task
14 October 2021
Jian Liu
Zhiyang Teng
Leyang Cui
Hanmeng Liu
Yue Zhang
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Papers citing
"Solving Aspect Category Sentiment Analysis as a Text Generation Task"
18 / 18 papers shown
Emotion-Enhanced Multi-Task Learning with LLMs for Aspect Category Sentiment Analysis
Yaping Chai
Haoran Xie
J. Qin
75
0
0
24 Nov 2025
Semantic-preserved Augmentation with Confidence-weighted Fine-tuning for Aspect Category Sentiment Analysis
Yaping Chai
Haoran Xie
J. Qin
251
0
0
08 Jun 2025
Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction
Nils Constantin Hellwig
Jakob Fehle
Udo Kruschwitz
Christian Wolff
AI4MH
362
2
0
18 Feb 2025
E2TP: Element to Tuple Prompting Improves Aspect Sentiment Tuple Prediction
Mohammad Ghiasvand Mohammadkhani
Niloofar Ranjbar
S. Momtazi
304
1
0
10 May 2024
New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis
Quy Hoang Nguyen
Minh-Van Truong Nguyen
Kiet Van Nguyen
244
7
0
01 May 2024
Indo LEGO-ABSA: A Multitask Generative Aspect Based Sentiment Analysis for Indonesian Language
International Conference on Electrical Engineering and Informatics (ICEEI), 2023
Randy Zakya Suchrady
Ayu Purwarianti
149
4
0
03 Nov 2023
An Empirical Study of Benchmarking Chinese Aspect Sentiment Quad Prediction
Junxian Zhou
Haiqin Yang
Junpeng Ye
Yuxuan He
Hao Mou
219
0
0
03 Nov 2023
Improving Aspect-Based Sentiment with End-to-End Semantic Role Labeling Model
Recent Advances in Natural Language Processing (RANLP), 2023
P. Pribán
O. Pražák
183
6
0
27 Jul 2023
Opinion Tree Parsing for Aspect-based Sentiment Analysis
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Xiaoyi Bao
Xiaotong Jiang
Zhongqing Wang
Yue Zhang
Guodong Zhou
LRM
156
11
0
15 Jun 2023
A Unified One-Step Solution for Aspect Sentiment Quad Prediction
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Junxian Zhou
Haiqin Yang
Yuxuan He
Hao Mou
Junbo Yang
176
19
0
07 Jun 2023
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Zhibin Gou
Qi Guo
Yujiu Yang
269
104
0
22 May 2023
Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yue Deng
Wenxuan Zhang
Sinno Jialin Pan
Lidong Bing
269
25
0
16 May 2023
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Sabyasachi Kamila
Walid Magdy
Sourav Dutta
MingXue Wang
219
4
0
07 Nov 2022
DORE: Document Ordered Relation Extraction based on Generative Framework
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Qipeng Guo
Yuqing Yang
Hang Yan
Xipeng Qiu
Zheng Zhang
211
9
0
28 Oct 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis
International Conference on Computational Linguistics (COLING), 2022
Bing Wang
Liang Ding
Qihuang Zhong
Ximing Li
Dacheng Tao
199
41
0
16 Apr 2022
Challenges for Open-domain Targeted Sentiment Analysis
Yun Luo
Hongjie Cai
Linyi Yang
Yanxia Qin
Rui Xia
Yue Zhang
157
14
0
14 Apr 2022
A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis
Ehsan Hosseini-Asl
Wenhao Liu
Caiming Xiong
142
27
0
11 Apr 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Wenxuan Zhang
Xin Li
Yang Deng
Lidong Bing
W. Lam
332
362
0
02 Mar 2022
1
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