Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis

5 November 2019

Haiyun Peng

Lu Xu

Lidong Bing

Fei Huang

Wei Lu

Luo Si

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Papers citing "Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis"

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Title
Multi-domain Multilingual Sentiment Analysis in Industry: Predicting Aspect-based Opinion Quadruples Benjamin White Anastasia Shimorina 25 0 0 15 May 2025
T-T: Table Transformer for Tagging-based Aspect Sentiment Triplet Extraction Kun Peng Chaodong Tong Cong Cao Hao Peng Yue Liu Guanlin Wu Lei Jiang Yanbing Liu Philip S. Yu LMTD 55 0 0 08 May 2025
Polish-ASTE: Aspect-Sentiment Triplet Extraction Datasets for Polish Marta Lango Borys Naglik Mateusz Lango Iwo Naglik 57 2 0 27 Feb 2025
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis Chengyan Wu Bolei Ma Yong-Jin Liu Zheyu Zhang Ningyuan Deng Yongqian Li Baolan Chen Yi Zhang Yun Xue Yun Xue 51 0 0 17 Feb 2025
Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction Qingling Li Wushao Wen Jinghui Qin 79 0 0 04 Feb 2025
Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction Xinmeng Hou Lingyue Fu Chenhao Meng Hai Hu Wuqi Wang Hai Hu 75 0 0 29 Nov 2024
ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning Senbin Zhu Hanjie Zhao Xingren Wang Shanhong Liu Yuxiang Jia Hongying Zan 51 1 0 22 Jul 2024
BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction Yinhao Bai Yalan Xie Xiaoyi Liu Yuhua Zhao Zhixin Han Mengting Hu Hang Gao Renhong Cheng 43 4 0 11 Jun 2024
The Limits of ChatGPT in Extracting Aspect-Category-Opinion-Sentiment Quadruples: A Comparative Analysis Xiancai Xu Jia-Dong Zhang Rongchang Xiao Lei Xiong 28 5 0 10 Oct 2023
OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment Analysis Siva Uday Sampreeth Chebolu Franck Dernoncourt Nedim Lipka Thamar Solorio 35 2 0 23 Sep 2023
A semantically enhanced dual encoder for aspect sentiment triplet extraction Baoxing Jiang Shehui Liang Peiyu Liu Kaifang Dong Hongye Li 38 15 0 14 Jun 2023
A Pairing Enhancement Approach for Aspect Sentiment Triplet Extraction Fan Yang Mian Zhang Gongzhen Hu Xiabing Zhou 37 4 0 11 Jun 2023
Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction Mengting Hu Yinhao Bai Yike Wu Zhen Zhang Liqi Zhang H. Gao Shiwan Zhao Min-Tzu Huang 47 16 0 01 Jun 2023
Easy-to-Hard Learning for Information Extraction Chang Gao Wenxuan Zhang Wai Lam Lidong Bing SyDa 37 11 0 16 May 2023
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model Hao Fei Shengqiong Wu Jingye Li Bobo Li Fei Li Libo Qin Meishan Zhang Hao Fei Tat-Seng Chua 28 76 0 13 Apr 2023
A Better Choice: Entire-space Datasets for Aspect Sentiment Triplet Extraction Yuncong Li Fang Wang Shengtao Zhong 29 0 0 18 Dec 2022
STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet Extraction Shuo Liang Wei Wei Xian-Ling Mao Yuanyuan Fu Rui Fang Dangyang Chen 43 40 0 28 Nov 2022
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning Zengzhi Wang Rui Xia Jianfei Yu 34 11 0 20 Nov 2022
DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis Bobo Li Hao Fei Fei Li Yu-hao Wu Jinsong Zhang ... Jingye Li Yijiang Liu Lizi Liao Tat-Seng Chua Donghong Ji 36 42 0 10 Nov 2022
Entity-level Sentiment Analysis in Contact Center Telephone Conversations Xue-Yong Fu Cheng-Hsiung Chen Md Tahmid Rahman Laskar Shayna Gardiner Pooja Hiranandani TN ShashiBhushan 32 7 0 24 Oct 2022
Pretrained Language Encoders are Natural Tagging Frameworks for Aspect Sentiment Triplet Extraction Yanjie Gou Yinjie Lei Lingqiao Liu Yong Dai Chun-Yen Shen Yongqi Tong ViT 34 0 0 20 Aug 2022
Multi-Domain Targeted Sentiment Analysis Orith Toledo-Ronen Matan Orbach Yoav Katz Noam Slonim 33 7 0 08 May 2022
ETMS@IITKGP at SemEval-2022 Task 10: Structured Sentiment Analysis Using A Generative Approach R. Raghav Adarsh Vemali Rajdeep Mukherjee 24 2 0 01 May 2022
Training Entire-Space Models for Target-oriented Opinion Words Extraction Yuncong Li Fang Wang Shengtao Zhong 24 4 0 15 Apr 2022
Survey of Aspect-based Sentiment Analysis Datasets Siva Uday Sampreeth Chebolu Franck Dernoncourt Nedim Lipka Thamar Solorio 43 5 0 11 Apr 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges Wenxuan Zhang Xin Li Yang Deng Lidong Bing W. Lam 48 242 0 02 Mar 2022
ConTrip: Consensus Sentiment review Analysis and Platform ratings in a single score J. Bonet José Bonet 30 1 0 06 Jan 2022
Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model Hongjiang Jing Zuchao Li Hai Zhao Shu Jiang 25 25 0 18 Nov 2021
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction Rajdeep Mukherjee Tapas Nayak Yash Butala Sourangshu Bhattacharya Pawan Goyal 36 55 0 10 Oct 2021
DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis Shulan Ruan Yong Zhang Kun Zhang Yanbo Fan Fan Tang Qi Liu Enhong Chen 36 88 0 27 Aug 2021
Aspect Sentiment Triplet Extraction Using Reinforcement Learning Samson Yu Tapas Nayak Navonil Majumder Soujanya Poria 22 38 0 13 Aug 2021
Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction Lu Xu Yew Ken Chia Lidong Bing 39 180 0 26 Jul 2021
Explicit Interaction Network for Aspect Sentiment Triplet Extraction Peiyi Wang Tianyu Liu Damai Dai Runxin Xu Baobao Chang Zhifang Sui 25 4 0 21 Jun 2021
Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extractionwith Rich Syntactic Knowledge Shengqiong Wu Hao Fei Yafeng Ren Donghong Ji Jingye Li 21 78 0 06 May 2021
A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task Yuncong Li Fang Wang Wei Zhang Shengtao Zhong Cunxiang Yin Yancheng He 17 21 0 29 Mar 2021
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction Shaowei Chen Yu Wang Jie Liu Yuelin Wang 27 176 0 13 Mar 2021
First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction Lianzhe Huang Peiyi Wang Sujian Li Tianyu Liu Xiaodong Zhang Zhicong Cheng Dawei Yin Houfeng Wang 170 28 0 17 Feb 2021
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis Yue Mao Yi Shen Chao Yu Longjun Cai 189 205 0 04 Jan 2021
YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews Matan Orbach Orith Toledo-Ronen Artem Spector R. Aharonov Yoav Katz Noam Slonim 25 17 0 29 Dec 2020
A Multi-task Learning Framework for Opinion Triplet Extraction Chen Zhang Qiuchi Li D. Song Benyou Wang 29 113 0 04 Oct 2020
On Robustness and Bias Analysis of BERT-based Relation Extraction Luoqiu Li Xiang Chen Hongbin Ye Zhen Bi Shumin Deng Ningyu Zhang Huajun Chen 32 18 0 14 Sep 2020
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis Yunlong Liang Fandong Meng Jinchao Zhang Jinan Xu Jinan Xu Jie Zhou 33 38 0 04 Apr 2020
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification Xiaochen Hou Jing Huang Guangtao Wang Xiaodong He Bowen Zhou 34 53 0 24 Oct 2019
Transformation Networks for Target-Oriented Sentiment Classification Xin Li Lidong Bing Wai Lam Bei Shi 171 423 0 03 May 2018