Interactive Attention Networks for Aspect-Level Sentiment Classification

4 September 2017

Dehong Ma

Sujian Li

Xiaodong Zhang

Houfeng Wang

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

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Title
Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis Juhua Liu Qihuang Zhong Liang Ding Hua Jin Bo Du Dacheng Tao 108 30 0 26 Oct 2021
LSA: Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation Heng Yang Ke Li 61 11 0 16 Oct 2021
BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification Zeguan Xiao Jiarun Wu Qingliang Chen Congjian Deng 70 76 0 01 Oct 2021
Jointly Modeling Aspect and Polarity for Aspect-based Sentiment Analysis in Persian Reviews Milad Vazan J. Razmara 64 12 0 16 Sep 2021
AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification with Multi-modal Explanations Sk Mainul Islam Sourangshu Bhattacharya 60 12 0 26 Aug 2021
Understand me, if you refer to Aspect Knowledge: Knowledge-aware Gated Recurrent Memory Network Bowen Xing Ivor W. Tsang 46 16 0 05 Aug 2021
Arabic aspect sentiment polarity classification using BERT Mohammed M. Abdelgwad T. H. Soliman A. Taloba 42 34 0 28 Jul 2021
Explicit Interaction Network for Aspect Sentiment Triplet Extraction Peiyi Wang Tianyu Liu Damai Dai Runxin Xu Baobao Chang Zhifang Sui 100 4 0 21 Jun 2021
Out of Context: A New Clue for Context Modeling of Aspect-based Sentiment Analysis Bowen Xing Ivor W. Tsang 46 11 0 21 Jun 2021
A Unified Generative Framework for Aspect-Based Sentiment Analysis Hang Yan Junqi Dai Tuo Ji Xipeng Qiu Zheng Zhang 89 284 0 08 Jun 2021
Exploiting Position Bias for Robust Aspect Sentiment Classification Fangjie Ma Chen Zhang D. Song 52 18 0 29 May 2021
Interventional Aspect-Based Sentiment Analysis Zhen Bi Ningyu Zhang Ganqiang Ye Haiyang Yu Xi Chen Huajun Chen 63 2 0 20 Apr 2021
Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa Junqi Dai Hang Yan Tianxiang Sun Pengfei Liu Xipeng Qiu 55 169 0 11 Apr 2021
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 128 198 0 31 Mar 2021
A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task Yuncong Li Fang Wang Wei Zhang Shengtao Zhong Cunxiang Yin Yancheng He 74 21 0 29 Mar 2021
Discovering Emotion and Reasoning its Flip in Multi-Party Conversations using Masked Memory Network and Transformer Shivani Kumar Anubhav Shrimal Md. Shad Akhtar Tanmoy Chakraborty 62 35 0 23 Mar 2021
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction Shaowei Chen Yu Wang Jie Liu Yuelin Wang 61 179 0 13 Mar 2021
Targeted aspect based multimodal sentiment analysis:an attention capsule extraction and multi-head fusion network Jiaqian Wang Donghong Gu Chi Yang Shaohua Cai Zhengxin Song Haoliang Zhao Luwei Xiao 42 35 0 13 Mar 2021
ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction Jiahao Bu Lei Ren Shuang Zheng Yang Yang Jingang Wang Fuzheng Zhang Wei Wu 77 69 0 11 Mar 2021
Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning Jinsong Su Jialong Tang Hui Jiang Ziyao Lu Yubin Ge Linfeng Song Deyi Xiong Le Sun Jiebo Luo 67 50 0 05 Mar 2021
Multi-Task Attentive Residual Networks for Argument Mining Andrea Galassi Marco Lippi Paolo Torroni HAI 61 24 0 24 Feb 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 D. Yin Houfeng Wang 231 28 0 17 Feb 2021
Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Sentiment Analysis in the Wild Rajdeep Mukherjee Shreyas Shetty S. Chattopadhyay Subhadeep Maji S. Datta Pawan Goyal 65 14 0 23 Jan 2021
Arabic aspect based sentiment analysis using bidirectional GRU based models Mohammed Mustafa T. H. Soliman A. Taloba Mohammed Fawzi Seedik 53 82 0 23 Jan 2021
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis Yue Mao Yi Shen Chao Yu Longjun Cai 260 210 0 04 Jan 2021
Exploiting BERT to improve aspect-based sentiment analysis performance on Persian language H. Jafarian Amirhosein Taghavi Alireza Javaheri Reza Rawassizadeh 49 19 0 02 Dec 2020
SigmaLaw-ABSA: Dataset for Aspect-Based Sentiment Analysis in Legal Opinion Texts Chanika Ruchini Mudalige Dilini Karunarathna Isanka Rajapaksha Nisansa de Silva Gathika Ratnayaka A. Perera Ramesh Pathirana 39 14 0 12 Nov 2020
Transformer-based Multi-Aspect Modeling for Multi-Aspect Multi-Sentiment Analysis Zhanghua Wu Chengcan Ying Xinyu Dai Shujian Huang Jiajun Chen 18 9 0 01 Nov 2020
Opinion Transmission Network for Jointly Improving Aspect-oriented Opinion Words Extraction and Sentiment Classification Chengcan Ying Zhanghua Wu Xinyu Dai Shujian Huang Jiajun Chen 32 3 0 01 Nov 2020
Understanding Pre-trained BERT for Aspect-based Sentiment Analysis Hu Xu Lei Shu Philip S. Yu Bing-Quan Liu SSL 119 46 0 31 Oct 2020
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 76 56 0 26 Oct 2020
Attention Transfer Network for Aspect-level Sentiment Classification Fei Zhao Zhanghua Wu Xinyu Dai 56 19 0 23 Oct 2020
Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis Zhengxuan Wu Desmond C. Ong 73 80 0 15 Oct 2020
Improving Attention Mechanism with Query-Value Interaction Chuhan Wu Fangzhao Wu Tao Qi Yongfeng Huang 43 4 0 08 Oct 2020
Aspect Based Sentiment Analysis with Aspect-Specific Opinion Spans Lu Xu Lidong Bing Wei Lu Fei Huang 54 34 0 06 Oct 2020
Enhancing Fine-grained Sentiment Classification Exploiting Local Context Embedding Heng Yang Biqing Zeng 54 4 0 02 Oct 2020
GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis Huaishao Luo Lei Ji Tianrui Li Nan Duan Daxin Jiang CVBM 593 41 0 22 Sep 2020
Towards Computational Linguistics in Minangkabau Language: Studies on Sentiment Analysis and Machine Translation Fajri Koto Ikhwan Koto 56 29 0 19 Sep 2020
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis Xiaoyu Xing Zhijing Jin Di Jin Bingning Wang Qi Zhang Xuanjing Huang CoGe 79 44 0 16 Sep 2020
Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce Yang Deng Wenxuan Zhanng Wai Lam 70 32 0 27 Aug 2020
A Variational Approach to Unsupervised Sentiment Analysis Huiping Zhuang Wenxuan Zhou Xin Liu Zizheng Lin Yangqin Song Michael D Kuo W. H. Chiu SSL DRL 32 3 0 21 Aug 2020
Modeling Inter-Aspect Dependencies with a Non-temporal Mechanism for Aspect-Based Sentiment Analysis Yunlong Liang Fandong Meng Jinchao Zhang Jinan Xu Jinan Xu Jie Zhou 40 0 0 12 Aug 2020
Studying Attention Models in Sentiment Attitude Extraction Task Nicolay Rusnachenko Natalia Loukachevitch 17 3 0 20 Jun 2020
Weakly-supervised Domain Adaption for Aspect Extraction via Multi-level Interaction Transfer Tao Liang Wenya Wang Fengmao Lv 23 6 0 16 Jun 2020
Calendar Graph Neural Networks for Modeling Time Structures in Spatiotemporal User Behaviors Ziyu Zhao Meng Jiang Munira Syed Oliver Conway Vishal Juneja Sriram Subramanian Nitesh Chawla AI4TS 52 38 0 11 Jun 2020
A Report on the 2020 Sarcasm Detection Shared Task Debanjan Ghosh Avijit Vajpayee Smaranda Muresan 66 61 0 12 May 2020
Improving Aspect-Level Sentiment Analysis with Aspect Extraction Navonil Majumder Rishabh Bhardwaj Soujanya Poria Amir Zadeh Alexander Gelbukh Amir Hussain Louis-Philippe Morency 62 31 0 03 May 2020
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 60 51 0 28 Apr 2020
Relational Graph Attention Network for Aspect-based Sentiment Analysis Kai Wang Weizhou Shen Yunyi Yang Xiaojun Quan Rui Wang 101 565 0 26 Apr 2020
Toward Tag-free Aspect Based Sentiment Analysis: A Multiple Attention Network Approach Yao Qiang X. Li D. Zhu 58 16 0 22 Mar 2020