Relational Graph Attention Network for Aspect-based Sentiment Analysis

26 April 2020

Papers citing "Relational Graph Attention Network for Aspect-based Sentiment Analysis"

44 / 94 papers shown

Title
Aspect-specific Context Modeling for Aspect-based Sentiment Analysis Fang Ma Chen Zhang Bo Zhang Dawei Song 19 7 0 17 Jul 2022
Neural Subgraph Explorer: Reducing Noisy Information via Target-Oriented Syntax Graph Pruning Bowen Xing Ivor W. Tsang AAML 14 5 0 23 May 2022
Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification Kai Zhang Qi Liu Zhenya Huang Mingyue Cheng Kunpeng Zhang Mengdi Zhang Wei Yu Wu Enhong Chen 24 15 0 18 May 2022
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL Jiexing Qi Jingyao Tang Ziwei He Xiangpeng Wan Yu-Jie Cheng Chenghu Zhou Xinbing Wang Quanshi Zhang Zhouhan Lin LMTD 11 107 0 14 May 2022
Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks Lvxiaowei Xu Xiaoxuan Pang Jian Wu Ming Cai Jiawei Peng 27 31 0 27 Apr 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis Bing Wang Liang Ding Qihuang Zhong Ximing Li Dacheng Tao 25 31 0 16 Apr 2022
BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis Shuo Liang Wei Wei Xian-Ling Mao Fei Wang Zhiyong He 28 68 0 06 Apr 2022
Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis Kai Zhang Kunpeng Zhang Mengdi Zhang Hongke Zhao Qi Liu Wei Yu Wu Enhong Chen 6 50 0 30 Mar 2022
Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis Yiming Zhang Min Zhang Sai Wu J. Zhao 14 14 0 14 Mar 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges Wenxuan Zhang Xin Li Yang Deng Lidong Bing W. Lam 33 241 0 02 Mar 2022
Incorporating Constituent Syntax for Coreference Resolution Fan Jiang Trevor Cohn 6 4 0 22 Feb 2022
Aspect Based Sentiment Analysis Using Spectral Temporal Graph Neural Network Abir Chakraborty 12 5 0 14 Feb 2022
Evidence-aware Fake News Detection with Graph Neural Networks Weizhi Xu Jun Wu Qiang Liu Shu Wu Liang Wang GNN 22 76 0 18 Jan 2022
Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis Qihuang Zhong Liang Ding Juhua Liu Bo Du Hua Jin Dacheng Tao 18 69 0 13 Jan 2022
DigNet: Digging Clues from Local-Global Interactive Graph for Aspect-level Sentiment Classification Bowen Xing Ivor Tsang 8 11 0 04 Jan 2022
Learning Bi-typed Multi-relational Heterogeneous Graph via Dual Hierarchical Attention Networks Yu Zhao Shaopeng Wei Huaming Du Xingyan Chen Qing Li Fuzhen Zhuang J. Liu Gang Kou 28 9 0 24 Dec 2021
JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering Yueqing Sun Qi Shi Le Qi Yu Zhang RALM LRM 11 68 0 06 Dec 2021
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training Zhengyan Li Yicheng Zou Chong Zhang Qi Zhang Zhongyu Wei SSL 11 107 0 03 Nov 2021
Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis Juhua Liu Qihuang Zhong Liang Ding Hua Jin Bo Du Dacheng Tao 26 29 0 26 Oct 2021
Aspect-Sentiment-Multiple-Opinion Triplet Extraction Fang Wang Yuncong Li Shengtao Zhong Cunxiang Yin Yancheng He 14 1 0 14 Oct 2021
BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification Zeguan Xiao Jiarun Wu Qingliang Chen Congjian Deng 11 71 0 01 Oct 2021
Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning Qiang Sheng Xueyao Zhang Juan Cao L. Zhong GNN 11 52 0 23 Sep 2021
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing Qian Liu Dejian Yang Jiahui Zhang Jiaqi Guo Bin Zhou Jian-Guang Lou 43 41 0 22 Sep 2021
Edge-similarity-aware Graph Neural Networks Vincent Mallet Carlos G. Oliver William L. Hamilton 15 0 0 20 Sep 2021
To be Closer: Learning to Link up Aspects with Opinions Yuxiang Zhou L. Liao Yang Gao Zhanming Jie Wei Lu 15 35 0 17 Sep 2021
SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis Chengxi Li Feiyu Gao Jiajun Bu Lu Xu Xiang Chen ... Zirui Shao Qi Zheng Ningyu Zhang Yongpan Wang Zhi Yu 24 55 0 17 Sep 2021
Recommend for a Reason: Unlocking the Power of Unsupervised Aspect-Sentiment Co-Extraction Zeyu Li Wei Cheng Reema Kshetramade John Houser Haifeng Chen Wei Wang 10 5 0 07 Sep 2021
Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer Zeyu Li Yilong Qin Zihan Liu Wei Wang 10 2 0 07 Sep 2021
Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction Bo Wang Tao Shen Guodong Long Tianyi Zhou Yi-Ju Chang 12 24 0 06 Sep 2021
Understand me, if you refer to Aspect Knowledge: Knowledge-aware Gated Recurrent Memory Network Bowen Xing Ivor W. Tsang 6 15 0 05 Aug 2021
Out of Context: A New Clue for Context Modeling of Aspect-based Sentiment Analysis Bowen Xing Ivor W. Tsang 15 11 0 21 Jun 2021
Psycholinguistic Tripartite Graph Network for Personality Detection Tao Yang Feifan Yang Haolan Ouyang Xiaojun Quan 14 22 0 09 Jun 2021
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations Ruisheng Cao Lu Chen Zhi Chen Yanbin Zhao Su Zhu Kai Yu 17 159 0 02 Jun 2021
Exploiting Position Bias for Robust Aspect Sentiment Classification Fangjie Ma Chen Zhang D. Song 6 18 0 29 May 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 8 78 0 06 May 2021
Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa Junqi Dai Hang Yan Tianxiang Sun Pengfei Liu Xipeng Qiu 12 159 0 11 Apr 2021
A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task Yuncong Li Fang Wang W. Zhang Shengtao Zhong Cunxiang Yin Yancheng He 8 19 0 29 Mar 2021
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification Xiaochen Hou Peng Qi Guangtao Wang Rex Ying Jing Huang Xiaodong He Bowen Zhou 17 58 0 12 Mar 2021
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation Amir Pouran Ben Veyseh Nasim Nour Franck Dernoncourt Quan Hung Tran Dejing Dou Thien Huu Nguyen 22 56 0 26 Oct 2020
GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis Huaishao Luo Lei Ji Tianrui Li Nan Duan Daxin Jiang CVBM 6 38 0 22 Sep 2020
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network Xuefeng Bai Pengbo Liu Yue Zhang GNN 26 3 0 22 Feb 2020
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification Xiaochen Hou Jing Huang Guangtao Wang Xiaodong He Bowen Zhou 8 52 0 24 Oct 2019
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 13 638 0 05 Apr 2019
Transformation Networks for Target-Oriented Sentiment Classification Xin Li Lidong Bing Wai Lam Bei Shi 158 423 0 03 May 2018