ACL 2022 情感分析论文汇总

平静的湖面上

本文涵盖了ACL 2022情感分析相关的论文列表，包括但不限于（细粒度）情感分析与观点挖掘、多模态的情感分析和情绪分析相关的工作。
注：由于正式论文尚未放出，分类或有错误。
Aspect-Based Sentiment Analysis

• Discrete Opinion Tree Induction for Aspect-based Sentiment Analysis. Chenhua Chen, Zhiyang Teng, Zhongqing Wang, Yue Zhang
  
• Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction. Hao Chen, Zepeng Zhai, Fangxiang Feng, Ruifan, Li, Xiaojie Wang
  
• Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis. Yan Ling, Jianfei Yu, Rui Xia
  
• BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis. Shuo Liang, Wei Wei, Xian-Ling Mao, Fei Wang, Zhiyong He
  
• Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis. Kai Zhang, Kun Zhang, Mengdi Zhang, Hongke Zhao, Qi Liu, Wei Wu, Enhong Chen
  
• Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis. Yiming Zhang, Min Zhang, Sai Wu, Junbo Zhao
  
• Seq2Path: Generating Sentiment Tuples as Paths of a Tree. Yue Mao, Yi Shen, Jingchao Yang, Xiaoying Zhu, Longjun Cai
  

Sentiment Analysis & Opinion Mining

• Adversarial Soft Prompt Tuning for Cross-Domain Sentiment Analysis. Hui Wu, Xiaodong Shi
  
• Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis. Wenxuan Shi, Fei Li, Jingye Li, Hao Fei, Donghong Ji
  
• Direct parsing to sentiment graphs. David Samuel, Jeremy Barnes, Robin Kurtz, Stephan Oepen, Lilja Øvrelid, Erik Velldal
  
• DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition. Bowen Xing, Ivor Tsang
  
• Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations. Xin Zhang, Guangwei Xu, Yueheng Sun, Meishan Zhang, Xiaobin Wang, Min Zhang
  
• Comparative Opinion Summarization via Collaborative Decoding. Hayate Iso, Xiaolan Wang, Stefanos Angelidis,
  Yoshihiko Suhara
  
• ECO v1: Towards Event-Centric Opinion Mining. Ruoxi Xu, Hongyu Lin, Meng Liao, Xianpei Han, Jin Xu, Wei Tan, Yingfei Sun, Le Sun
  

Multi-Modal Sentiment Analysis

• Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis. Yan Ling, Jianfei Yu, Rui Xia
  
• MSCTD: A Multimodal Sentiment Chat Translation Dataset. Yunlong Liang, Fandong Meng, Jinan Xu, Yufeng
  Chen, Jie Zhou
  
• Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors. Yang Wu, Yanyan Zhao, Hao Yang, Song Chen, Bing Qin, Xiaohuan Cao, Wenting Zhao
  

Emotion Analysis

• Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion Cause Pair Extraction. Yinan Bao, Qianwen Ma, Lingwei Wei, Wei Zhou, Songlin Hu.
  

Multi-Modal Emotion Analysis

• M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database. Jinming Zhao, Tenggan Zhang, Jingwen Hu, Yuchen Liu, Qin Jin, Xinchao Wang, Haizhou Li
  
• EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition. Zaijing Li, Fengxiao Tang, Ming Zhao, Yusen Zhu
  

Other

• SRL4E – Semantic Role Labeling for Emotions: A Unified Evaluation Framework. Cesare Campagnano, Simone Conia, Roberto Navigli
  

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