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A Unified Model for Opinion Target Extraction and Target Sentiment
  Prediction
v1v2 (latest)

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction

13 November 2018
Xin Li
Lidong Bing
Piji Li
Wai Lam
ArXiv (abs)PDFHTML

Papers citing "A Unified Model for Opinion Target Extraction and Target Sentiment Prediction"

27 / 77 papers shown
Title
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis
A Joint Training Dual-MRC Framework for Aspect Based Sentiment AnalysisAAAI Conference on Artificial Intelligence (AAAI), 2021
Yue Mao
Yi Shen
Chao Yu
Longjun Cai
503
226
0
04 Jan 2021
YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain
  Reviews
YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain ReviewsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Matan Orbach
Orith Toledo-Ronen
Artem Spector
R. Aharonov
Yoav Katz
Noam Slonim
218
20
0
29 Dec 2020
DAGA: Data Augmentation with a Generation Approach for Low-resource
  Tagging Tasks
DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks
Bosheng Ding
Linlin Liu
Lidong Bing
Canasai Kruengkrai
Thien Hai Nguyen
Shafiq Joty
Luo Si
Chunyan Miao
139
37
0
03 Nov 2020
Understanding Pre-trained BERT for Aspect-based Sentiment Analysis
Understanding Pre-trained BERT for Aspect-based Sentiment AnalysisInternational Conference on Computational Linguistics (COLING), 2020
Hu Xu
Lei Shu
Philip S. Yu
Bing-Quan Liu
SSL
179
48
0
31 Oct 2020
Multi-task Learning of Negation and Speculation for Targeted Sentiment
  Classification
Multi-task Learning of Negation and Speculation for Targeted Sentiment ClassificationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020
Andrew Moore
Jeremy Barnes
202
10
0
16 Oct 2020
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion ExtractionFindings (Findings), 2020
Zhanghua Wu
Chengcan Ying
Fei Zhao
Zhifang Fan
Xinyu Dai
Rui Xia
142
101
0
09 Oct 2020
Aspect Based Sentiment Analysis with Aspect-Specific Opinion Spans
Aspect Based Sentiment Analysis with Aspect-Specific Opinion Spans
Lu Xu
Lidong Bing
Wei Lu
Fei Huang
145
34
0
06 Oct 2020
Position-Aware Tagging for Aspect Sentiment Triplet Extraction
Position-Aware Tagging for Aspect Sentiment Triplet ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Lu Xu
Hao Li
Wei Lu
Lidong Bing
264
287
0
06 Oct 2020
A Multi-task Learning Framework for Opinion Triplet Extraction
A Multi-task Learning Framework for Opinion Triplet ExtractionFindings (Findings), 2020
Chen Zhang
Qiuchi Li
D. Song
Benyou Wang
140
128
0
04 Oct 2020
GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based
  Sentiment Analysis
GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment AnalysisFindings (Findings), 2020
Huaishao Luo
Lei Ji
Tianrui Li
Nan Duan
Daxin Jiang
CVBM
670
44
0
22 Sep 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in
  Sentiment Analysis Research
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis ResearchIEEE Transactions on Affective Computing (IEEE TAC), 2020
Soujanya Poria
Devamanyu Hazarika
Navonil Majumder
Amélie Reymond
530
221
0
01 May 2020
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment
  Analysis
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment AnalysisFindings (Findings), 2020
Hu Xu
Bing-Quan Liu
Lei Shu
Philip S. Yu
135
56
0
28 Apr 2020
Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph
  Neural Networks
Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks
Shu Liu
Wei Li
Yunfang Wu
Qi Su
Xu Sun
83
10
0
14 Apr 2020
A Dependency Syntactic Knowledge Augmented Interactive Architecture for
  End-to-End Aspect-based Sentiment Analysis
A Dependency Syntactic Knowledge Augmented Interactive Architecture for End-to-End Aspect-based Sentiment AnalysisNeurocomputing (Neurocomputing), 2020
Yunlong Liang
Fandong Meng
Jinchao Zhang
Jinan Xu
Jinan Xu
Jie Zhou
88
79
0
04 Apr 2020
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment
  Analysis
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Yunlong Liang
Fandong Meng
Jinchao Zhang
Jinan Xu
Jinan Xu
Jie Zhou
271
40
0
04 Apr 2020
Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule
  Network
Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule NetworkInternational Conference on Database Systems for Advanced Applications (DASFAA), 2019
Chi Xu
Hao Feng
Guoxin Yu
Min Yang
Xiting Wang
Xiang Ao
117
4
0
23 Dec 2019
Neural Simile Recognition with Cyclic Multitask Learning and Local
  Attention
Neural Simile Recognition with Cyclic Multitask Learning and Local AttentionAAAI Conference on Artificial Intelligence (AAAI), 2019
Jiali Zeng
Linfeng Song
Jinsong Su
Jun Xie
Wei Song
Jiebo Luo
151
24
0
19 Dec 2019
A Fine-Grained Sentiment Dataset for Norwegian
A Fine-Grained Sentiment Dataset for NorwegianInternational Conference on Language Resources and Evaluation (LREC), 2019
Lilja Ovrelid
Petter Maehlum
Jeremy Barnes
Erik Velldal
209
51
0
28 Nov 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 AnalysisAAAI Conference on Artificial Intelligence (AAAI), 2019
Haiyun Peng
Lu Xu
Lidong Bing
Fei Huang
Wei Lu
Luo Si
240
445
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
124
7
0
04 Nov 2019
Transferable End-to-End Aspect-based Sentiment Analysis with Selective
  Adversarial Learning
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Zheng Li
Xin Li
Ying Wei
Lidong Bing
Yu Zhang
Qiang Yang
172
98
0
31 Oct 2019
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis
Exploiting BERT for End-to-End Aspect-based Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Xin Li
Lidong Bing
Wenxuan Zhang
W. Lam
158
308
0
02 Oct 2019
A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment
  Analysis
A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Yunlong Liang
Fandong Meng
Jinchao Zhang
Jinan Xu
Jinan Xu
Jie Zhou
196
46
0
01 Sep 2019
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based
  Sentiment Analysis
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Ruidan He
Wee Sun Lee
Hwee Tou Ng
Daniel Dahlmeier
106
260
0
17 Jun 2019
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and
  Classification
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Minghao Hu
Yuxing Peng
Zhen Huang
Dongsheng Li
Yiwei Lv
204
220
0
10 Jun 2019
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Huaishao Luo
Tianrui Li
Bing-Quan Liu
Junbo Zhang
152
115
0
05 Jun 2019
A system for the 2019 Sentiment, Emotion and Cognitive State Task of
  DARPAs LORELEI project
A system for the 2019 Sentiment, Emotion and Cognitive State Task of DARPAs LORELEI projectAffective Computing and Intelligent Interaction (ACII), 2019
Víctor R. Martínez
Anil Ramakrishna
Ming-Chang Chiu
Karan Singla
Shrikanth Narayanan
71
2
0
01 May 2019
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