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2004.12362
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Relational Graph Attention Network for Aspect-based Sentiment Analysis
26 April 2020
Kai Wang
Weizhou Shen
Yunyi Yang
Xiaojun Quan
Rui-cang Wang
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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
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