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Interactive Attention Networks for Aspect-Level Sentiment Classification

Interactive Attention Networks for Aspect-Level Sentiment Classification

4 September 2017
Dehong Ma
Sujian Li
Xiaodong Zhang
Houfeng Wang
ArXiv (abs)PDFHTML

Papers citing "Interactive Attention Networks for Aspect-Level Sentiment Classification"

44 / 144 papers shown
Title
Applications of deep learning in stock market prediction: recent
  progress
Applications of deep learning in stock market prediction: recent progress
Weiwei Jiang
AIFin
71
490
0
29 Feb 2020
Investigating Typed Syntactic Dependencies for Targeted Sentiment
  Classification Using Graph Attention Neural Network
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network
Xuefeng Bai
Pengbo Liu
Yue Zhang
GNN
56
3
0
22 Feb 2020
Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule
  Network
Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network
Chi Xu
Hao Feng
Guoxin Yu
Min Yang
Xiting Wang
Xiang Ao
23
4
0
23 Dec 2019
A Multi-task Learning Model for Chinese-oriented Aspect Polarity
  Classification and Aspect Term Extraction
A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction
Heng Yang
Biqing Zeng
Jianhao Yang
Youwei Song
Ruyang Xu
96
140
0
17 Dec 2019
Knowing What, How and Why: A Near Complete Solution for Aspect-based
  Sentiment Analysis
Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis
Haiyun Peng
Lu Xu
Lidong Bing
Fei Huang
Wei Lu
Luo Si
93
389
0
05 Nov 2019
A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting
  Solution
A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution
Hu Xu
Bing-Quan Liu
Lei Shu
Philip S. Yu
84
6
0
04 Nov 2019
Positional Attention-based Frame Identification with BERT: A Deep
  Learning Approach to Target Disambiguation and Semantic Frame Selection
Positional Attention-based Frame Identification with BERT: A Deep Learning Approach to Target Disambiguation and Semantic Frame Selection
Sang-Sang Tan
Jin-Cheon Na
58
9
0
31 Oct 2019
Transferable End-to-End Aspect-based Sentiment Analysis with Selective
  Adversarial Learning
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning
Zheng Li
Xin Li
Ying Wei
Lidong Bing
Yu Zhang
Qiang Yang
81
90
0
31 Oct 2019
Selective Attention Based Graph Convolutional Networks for Aspect-Level
  Sentiment Classification
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification
Xiaochen Hou
Jing Huang
Guangtao Wang
Xiaodong He
Bowen Zhou
61
54
0
24 Oct 2019
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis
Xin Li
Lidong Bing
Wenxuan Zhang
W. Lam
86
281
0
02 Oct 2019
Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis
Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis
Mengting Hu
Shiwan Zhao
Honglei Guo
Renhong Cheng
Zhong Su
47
20
0
25 Sep 2019
Syntax-Aware Aspect-Level Sentiment Classification with
  Proximity-Weighted Convolution Network
Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network
Chen Zhang
Qiuchi Li
D. Song
76
61
0
23 Sep 2019
Parameterized Convolutional Neural Networks for Aspect Level Sentiment
  Classification
Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification
Binxuan Huang
Kathleen M. Carley
65
143
0
13 Sep 2019
Aspect-based Sentiment Classification with Aspect-specific Graph
  Convolutional Networks
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks
Chen Zhang
Qiuchi Li
D. Song
GNN
66
445
0
08 Sep 2019
Syntax-Aware Aspect Level Sentiment Classification with Graph Attention
  Networks
Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks
Binxuan Huang
Kathleen M. Carley
GNN
61
250
0
05 Sep 2019
Transfer Learning Between Related Tasks Using Expected Label Proportions
Transfer Learning Between Related Tasks Using Expected Label Proportions
Matan Ben Noach
Yoav Goldberg
OOD
43
3
0
01 Sep 2019
A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment
  Analysis
A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis
Yunlong Liang
Fandong Meng
Jinchao Zhang
Jinan Xu
Jinan Xu
Jie Zhou
78
44
0
01 Sep 2019
Domain-Invariant Feature Distillation for Cross-Domain Sentiment
  Classification
Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification
Mengting Hu
Yike Wu
Shiwan Zhao
Honglei Guo
Renhong Cheng
Zhong Su
65
22
0
24 Aug 2019
TDAM: a Topic-Dependent Attention Model for Sentiment Analysis
TDAM: a Topic-Dependent Attention Model for Sentiment Analysis
Gabriele Pergola
Lin Gui
Yulan He
68
58
0
18 Aug 2019
Pars-ABSA: an Aspect-based Sentiment Analysis dataset for Persian
Pars-ABSA: an Aspect-based Sentiment Analysis dataset for Persian
Taha Shangipour Ataei
Kamyar Darvishi
Soroush Javdan
B. Minaei-Bidgoli
Sauleh Eetemadi
39
3
0
26 Jul 2019
ScenarioSA: A Large Scale Conversational Database for Interactive Sentiment Analysis
Yazhou Zhang
Lingling Song
D. Song
P. Guo
Junwei Zhang
Peng Zhang
37
6
0
12 Jul 2019
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive
  bandit algorithms
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms
Henry B. Moss
Andrew Moore
David S. Leslie
Paul Rayson
51
5
0
28 Jun 2019
Modeling Sentiment Dependencies with Graph Convolutional Networks for
  Aspect-level Sentiment Classification
Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification
Pinlong Zhao
Linlin Hou
Ou Wu
GNN
69
177
0
11 Jun 2019
Gradual Machine Learning for Aspect-level Sentiment Analysis
Gradual Machine Learning for Aspect-level Sentiment Analysis
Yanyan Wang
Qun Chen
Jiquan Shen
Boyi Hou
Ahmed Murtadha
Zhanhuai Li
44
1
0
06 Jun 2019
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
Huaishao Luo
Tianrui Li
Bing-Quan Liu
Junbo Zhang
100
107
0
05 Jun 2019
Progressive Self-Supervised Attention Learning for Aspect-Level
  Sentiment Analysis
Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis
Jialong Tang
Ziyao Lu
Jinsong Su
Yubin Ge
Linfeng Song
Le Sun
Jiebo Luo
92
85
0
04 Jun 2019
Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis
Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis
Bowen Xing
L. Liao
Dandan Song
Jingang Wang
Fuzheng Zhang
Zhongyuan Wang
Heyan Huang
71
36
0
19 May 2019
Review-Driven Answer Generation for Product-Related Questions in
  E-Commerce
Review-Driven Answer Generation for Product-Related Questions in E-Commerce
Shiqian Chen
Chenliang Li
Feng Ji
Wei Zhou
Haiqing Chen
70
50
0
27 Apr 2019
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect
  Sentiment Classification
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification
Huiping Zhuang
Wenxuan Zhou
Xin Liu
Yangqiu Song
34
21
0
10 Apr 2019
An Attentive Survey of Attention Models
An Attentive Survey of Attention Models
S. Chaudhari
Varun Mithal
Gungor Polatkan
R. Ramanath
194
666
0
05 Apr 2019
Attentional Encoder Network for Targeted Sentiment Classification
Attentional Encoder Network for Targeted Sentiment Classification
Youwei Song
Jiahai Wang
Tao Jiang
Zhiyue Liu
Yanghui Rao
72
278
0
25 Feb 2019
Attention in Natural Language Processing
Attention in Natural Language Processing
Andrea Galassi
Marco Lippi
Paolo Torroni
GNN
77
481
0
04 Feb 2019
Phonetic-enriched Text Representation for Chinese Sentiment Analysis
  with Reinforcement Learning
Phonetic-enriched Text Representation for Chinese Sentiment Analysis with Reinforcement Learning
Haiyun Peng
Yukun Ma
Soujanya Poria
Yang Li
Min Zhang
52
46
0
23 Jan 2019
Semi-interactive Attention Network for Answer Understanding in
  Reverse-QA
Semi-interactive Attention Network for Answer Understanding in Reverse-QA
Qing Yin
Guan Luo
Xiao-Dan Zhu
Q. Hu
Ou Wu
31
5
0
12 Jan 2019
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis
Mengting Hu
Shiwan Zhao
Li Zhang
Keke Cai
Zhong Su
Renhong Cheng
Xiaowei Shen
75
84
0
27 Dec 2018
Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment
  Classification
Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification
Zheng Li
Ying Wei
Yu Zhang
Xiang Zhang
Xin Li
Qiang Yang
67
99
0
16 Nov 2018
A Unified Model for Opinion Target Extraction and Target Sentiment
  Prediction
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction
Xin Li
Lidong Bing
Piji Li
Wai Lam
78
323
0
13 Nov 2018
Variational Semi-supervised Aspect-term Sentiment Analysis via
  Transformer
Variational Semi-supervised Aspect-term Sentiment Analysis via Transformer
Xingyi Cheng
Weidi Xu
Taifeng Wang
Wei Chu
55
23
0
24 Oct 2018
Aspect Based Sentiment Analysis with Gated Convolutional Networks
Aspect Based Sentiment Analysis with Gated Convolutional Networks
Wei Xue
Tao Li
90
542
0
18 May 2018
Various Approaches to Aspect-based Sentiment Analysis
Various Approaches to Aspect-based Sentiment Analysis
Amlaan Bhoi
Sandeep Joshi
31
18
0
05 May 2018
Transformation Networks for Target-Oriented Sentiment Classification
Transformation Networks for Target-Oriented Sentiment Classification
Xin Li
Lidong Bing
Wai Lam
Bei Shi
213
429
0
03 May 2018
Aspect Level Sentiment Classification with Attention-over-Attention
  Neural Networks
Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks
Binxuan Huang
Yanglan Ou
Kathleen M. Carley
66
324
0
18 Apr 2018
Left-Center-Right Separated Neural Network for Aspect-based Sentiment
  Analysis with Rotatory Attention
Left-Center-Right Separated Neural Network for Aspect-based Sentiment Analysis with Rotatory Attention
Shiliang Zheng
Rui Xia
72
55
0
03 Feb 2018
Deep Learning for Sentiment Analysis : A Survey
Deep Learning for Sentiment Analysis : A Survey
Lei Zhang
Shuai Wang
Bing-Quan Liu
VLM
101
1,638
0
24 Jan 2018
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