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The rapid development of aspect-based sentiment analysis (ABSA) within recent decades shows great potential for real-world society.
Structured models for fine-to-coarse sentiment analysis
Ryan McDonald, Kerry Hannan, Tyler Neylon, Mike Wells, and Jeff Reynar. 2007 · 2007
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Opinion mining and sentiment analysis
Bo Pang and Lillian Lee. 2007 · 2007
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Span-based joint entity and relation extraction with transformer pre-training
Markus Eberts and Adrian Ulges. 2020 · 2013
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Semeval-2014 task 4: Aspect based sentiment analysis
Maria Pontiki, Dimitris Galanis, John Pavlopoulos, Harris Papageorgiou, Ion Androutsopoulos, and Suresh Manandhar. 2014 · 2014
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Semeval-2015 task 12: Aspect based sentiment analysis
Maria Pontiki, Dimitris Galanis, Haris Papageorgiou, Suresh Manandhar, and Ion Androutsopoulos. 2015 · 2015
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Affective computing and sentiment analysis
Erik Cambria. 2016 · 2016
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Semeval-2016 task 5: Aspect based sentiment analysis
Maria Pontiki, Dimitris Galanis, Haris Papageorgiou, Ion Androutsopoulos, Suresh Manandhar, Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Yanyan Zhao, Bing Qin, Orphée De Clercq, Véronique Hoste, Marianna Apidianaki, Xavier Tannier, Natalia V. Loukachevitch, Evgeniy V. Kotelnikov, Núria Bel, Salud María Jiménez Zafra, and Gülsen Eryigit. 2016 · 2016
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Context-sensitive twitter sentiment classification using neural network
Yafeng Ren, Yue Zhang, Meishan Zhang, and Donghong Ji. 2016 · 2016
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Effective lstms for target-dependent sentiment classification
Duyu Tang, Bing Qin, Xiaocheng Feng, and Ting Liu. 2016 · 2016
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Multi-grained attention network for aspect-level sentiment classification
Feifan Fan, Yansong Feng, and Dongyan Zhao. 2018 · 2018
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Aspect term extraction with history attention and selective transformation
Xin Li, Lidong Bing, Piji Li, Wai Lam, and Zhimou Yang. 2018 · 2018
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BERT: pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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Target-oriented opinion words extraction with target-fused neural sequence labeling
Zhifang Fan, Zhen Wu, Xin-Yu Dai, Shujian Huang, and Jiajun Chen. 2019 · 2019
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Learning bilingual sentiment-specific word embeddings without cross-lingual supervision
Yanlin Feng and Xiaojun Wan. 2019 · 2019
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A challenge dataset and effective models for aspect-based sentiment analysis
Qingnan Jiang, Lei Chen, Ruifeng Xu, Xiang Ao, and Min Yang. 2019 · 2019
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A unified model for opinion target extraction and target sentiment prediction
Xin Li, Lidong Bing, Piji Li, and Wai Lam. 2019 · 2019
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Roberta: A robustly optimized BERT pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 2019
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Aspect sentiment classification towards question-answering with reinforced bidirectional attention network
Jingjing Wang, Changlong Sun, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, and Guodong Zhou. 2019 · 2019
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Synchronous double-channel recurrent network for aspect-opinion pair extraction
Shaowei Chen, Jie Liu, Yu Wang, Wenzheng Zhang, and Ziming Chi. 2020 · 2020
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A multi-task incremental learning framework with category name embedding for aspect-category sentiment analysis
Zehui Dai, Cheng Peng, Huajie Chen, and Yadong Ding. 2020 · 2020
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Cross-lingual semantic role labeling with high-quality translated training corpus
Hao Fei, Meishan Zhang, and Donghong Ji. 2020 · 2020
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Cross-lingual unsupervised sentiment classification with multi-view transfer learning
Hongliang Fei and Ping Li. 2020 · 2020
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Learning implicit sentiment in aspect-based sentiment analysis with supervised contrastive pre-training
Zhengyan Li, Yicheng Zou, Chong Zhang, Qi Zhang, and Zhongyu Wei. 2021 · 2021
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Mmconv: An environment for multimodal conversational search across multiple domains
Lizi Liao, Le Hong Long, Zheng Zhang, Minlie Huang, and Tat-Seng Chua. 2021 · 2021
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PASTE: A tagging-free decoding framework using pointer networks for aspect sentiment triplet extraction
Rajdeep Mukherjee, Tapas Nayak, Yash Butala, Sourangshu Bhattacharya, and Pawan Goyal. 2021 · 2021
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Dialogxl: All-in-one xlnet for multi-party conversation emotion recognition
Weizhou Shen, Junqing Chen, Xiaojun Quan, and Zhixian Xie. 2021 · 2021
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Roformer: Enhanced transformer with rotary position embedding
Jianlin Su, Yu Lu, Shengfeng Pan, Bo Wen, and Yunfeng Liu. 2021 · 2021
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Modeling local contexts for joint dialogue act recognition and sentiment classification with bi-channel dynamic convolutions
Jingye Li, Hao Fei, and Donghong Ji. 2020 · 2020
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Knowing what, how and why: A near complete solution for aspect-based sentiment analysis
Haiyun Peng, Lu Xu, Lidong Bing, Fei Huang, Wei Lu, and Luo Si. 2020 · 2020
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SKEP: sentiment knowledge enhanced pre-training for sentiment analysis
Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang, and Feng Wu. 2020 · 2020
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Grid tagging scheme for aspect-oriented fine-grained opinion extraction
Zhen Wu, Chengcan Ying, Fei Zhao, Zhifang Fan, Xinyu Dai, and Rui Xia. 2020 · 2020
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Understanding pre-trained BERT for aspect-based sentiment analysis
Hu Xu, Lei Shu, Philip S. Yu, and Bing Liu. 2020 · 2020
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Spanmlt: A span-based multi-task learning framework for pair-wise aspect and opinion terms extraction
He Zhao, Longtao Huang, Rong Zhang, Quan Lu, and Hui Xue. 2020 · 2020
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Structured sentiment analysis as dependency graph parsing
Jeremy Barnes, Robin Kurtz, Stephan Oepen, Lilja Øvrelid, and Erik Velldal. 2021 · 2021
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Learn from syntax: Improving pair-wise aspect and opinion terms extraction with rich syntactic knowledge
Shengqiong Wu, Hao Fei, Yafeng Ren, Donghong Ji, and Jingye Li. 2021 · 2021
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Learning span-level interactions for aspect sentiment triplet extraction
Lu Xu, Yew Ken Chia, and Lidong Bing. 2021 · 2021
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mt5: A massively multilingual pre-trained text-to-text transformer
Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, and Colin Raffel. 2021 · 2021
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Chinese opinion role labeling with corpus translation: A pivot study
Ranran Zhen, Rui Wang, Guohong Fu, Chengguo Lv, and Meishan Zhang. 2021 · 2021
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To be closer: Learning to link up aspects with opinions
Yuxiang Zhou, Lejian Liao, Yang Gao, Zhanming Jie, and Wei Lu. 2021 · 2021
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Emocaps: Emotion capsule based model for conversational emotion recognition
Zaijing Li, Fengxiao Tang, Ming Zhao, and Yusen Zhu. 2022 · 2022
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Topic-guided conversational recommender in multiple domains
Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, and Tat-Seng Chua. 2022 · 2022
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Recent advances in deep learning based dialogue systems: A systematic survey
Jinjie Ni, Tom Young, Vlad Pandelea, Fuzhao Xue, and Erik Cambria. 2022 · 2022
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Effective token graph modeling using a novel labeling strategy for structured sentiment analysis
Wenxuan Shi, Fei Li, Jingye Li, Hao Fei, and Donghong Ji. 2022 · 2022
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CASA: conversational aspect sentiment analysis for dialogue understanding
Linfeng Song, Chunlei Xin, Shaopeng Lai, Ante Wang, Jinsong Su, and Kun Xu. 2022 · 2022
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Mastering the explicit opinion-role interaction: Syntax-aided neural transition system for unified opinion role labeling
Shengqiong Wu, Hao Fei, Fei Li, Meishan Zhang, Yijiang Liu, Chong Teng, and Donghong Ji. 2022 · 2022
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M3ED: multi-modal multi-scene multi-label emotional dialogue database
Jinming Zhao, Tenggan Zhang, Jingwen Hu, Yuchen Liu, Qin Jin, Xinchao Wang, and Haizhou Li. 2022 · 2022
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