Cluster-Level Contrastive Learning for Emotion Recognition in Conversations

7 February 2023

ArXiv (abs)PDF HTML Github (20★)

Papers citing "Cluster-Level Contrastive Learning for Emotion Recognition in Conversations"

31 / 31 papers shown

Title
Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition Wenwen Qiang Yuxuan Yang Jingyao Wang Changwen Zheng 128 0 0 18 Dec 2024
EmoSphere++: Emotion-Controllable Zero-Shot Text-to-Speech via Emotion-Adaptive Spherical Vector Deok-Hyeon Cho Hyung-Seok Oh Seung-Bin Kim Seong-Whan Lee 115 8 0 04 Nov 2024
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer Shimin Li Hang Yan Xipeng Qiu 72 86 0 21 Dec 2021
EmoBERTa: Speaker-Aware Emotion Recognition in Conversation with RoBERTa Taewoon Kim Piek Vossen 73 100 0 26 Aug 2021
Improving Contrastive Learning by Visualizing Feature Transformation Rui Zhu Bingchen Zhao Jingen Liu Zhenglong Sun Chen Chen SSL 156 79 0 06 Aug 2021
Self-Guided Contrastive Learning for BERT Sentence Representations Taeuk Kim Kang Min Yoo Sang-goo Lee SSL 97 205 0 03 Jun 2021
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection Lixing Zhu Gabriele Pergola Lin Gui Deyu Zhou Yulan He 77 146 0 02 Jun 2021
Directed Acyclic Graph Network for Conversational Emotion Recognition Weizhou Shen Siyue Wu Yunyi Yang Xiaojun Quan 77 243 0 27 May 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer Yuanmeng Yan Rumei Li Sirui Wang Fuzheng Zhang Wei Wu Weiran Xu SSL 123 559 0 25 May 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 278 3,411 0 18 Apr 2021
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition Weizhou Shen Junqing Chen Xiaojun Quan Zhixiang Xie 82 206 0 16 Dec 2020
CoMatch: Semi-supervised Learning with Contrastive Graph Regularization Junnan Li Caiming Xiong Guosheng Lin SSL 84 263 0 23 Nov 2020
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning Beliz Gunel Jingfei Du Alexis Conneau Ves Stoyanov 60 507 0 03 Nov 2020
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations Deepanway Ghosal Navonil Majumder Alexander Gelbukh Rada Mihalcea Soujanya Poria 108 320 0 06 Oct 2020
Contrastive Clustering Yunfan Li Peng Hu Zitao Liu Dezhong Peng Qiufeng Wang Xi Peng 65 628 0 21 Sep 2020
Prototypical Contrastive Learning of Unsupervised Representations Junnan Li Pan Zhou Caiming Xiong Guosheng Lin SSL DRL 139 975 0 11 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 165 4,572 0 23 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 366 1,489 0 18 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 387 18,866 0 13 Feb 2020
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Ruize Wang Duyu Tang Nan Duan Zhongyu Wei Xuanjing Huang Jianshu Ji Guihong Cao Daxin Jiang Ming Zhou KELM 122 556 0 05 Feb 2020
Dimensional Emotion Detection from Categorical Emotion Sungjoon Park Jiseon Kim Seonghyeon Ye J. Jeon Heeyoung Park Alice Oh 59 37 0 06 Nov 2019
Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations Peixiang Zhong Di Wang Chunyan Miao 61 269 0 24 Sep 2019
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation Deepanway Ghosal Navonil Majumder Soujanya Poria Niyati Chhaya Alexander Gelbukh 90 513 0 30 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 677 24,541 0 26 Jul 2019
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances Soujanya Poria Navonil Majumder Rada Mihalcea Eduard H. Hovy 50 360 0 08 May 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 135 735 0 21 Mar 2019
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations Navonil Majumder Soujanya Poria Devamanyu Hazarika Rada Mihalcea Alexander Gelbukh Min Zhang 64 722 0 01 Nov 2018
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations Soujanya Poria Devamanyu Hazarika Navonil Majumder Gautam Naik Min Zhang Rada Mihalcea 113 1,077 0 05 Oct 2018
Emotion Detection on TV Show Transcripts with Sequence-based Convolutional Neural Networks Sayyed M. Zahiri Jinho Choi 91 225 0 14 Aug 2017
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour Priya Goyal Piotr Dollár Ross B. Girshick P. Noordhuis Lukasz Wesolowski Aapo Kyrola Andrew Tulloch Yangqing Jia Kaiming He 3DH 128 3,685 0 08 Jun 2017
Overcoming catastrophic forgetting in neural networks J. Kirkpatrick Razvan Pascanu Neil C. Rabinowitz J. Veness Guillaume Desjardins ... A. Grabska-Barwinska Demis Hassabis Claudia Clopath D. Kumaran R. Hadsell CLL 374 7,561 0 02 Dec 2016