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Emotion Dynamics Modeling via BERT

15 April 2021

Papers citing "Emotion Dynamics Modeling via BERT"

27 / 27 papers shown

Title
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 186 281 0 23 Jan 2021
Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction Yao Zhang Xu Zhang Jun Wang Hongru Liang Wenqiang Lei Zhe Sun Adam Jatowt Zhenglu Yang 87 17 0 22 Dec 2020
DialogueTRM: Exploring the Intra- and Inter-Modal Emotional Behaviors in the Conversation Yuzhao Mao Qi Sun Guang Liu Xiaojie Wang Weiguo Gao Xuan Li Jianping Shen 57 25 0 15 Oct 2020
Utterance-level Dialogue Understanding: An Empirical Study Deepanway Ghosal Navonil Majumder Rada Mihalcea Soujanya Poria 56 23 0 29 Sep 2020
BiERU: Bidirectional Emotional Recurrent Unit for Conversational Sentiment Analysis Wei Li Wei Shao Shaoxiong Ji Min Zhang 48 221 0 31 May 2020
Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network Wenxiang Jiao Michael R. Lyu Irwin King 61 120 0 20 Nov 2019
Conversational Transfer Learning for Emotion Recognition Devamanyu Hazarika Soujanya Poria Roger Zimmermann Rada Mihalcea 58 17 0 11 Oct 2019
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation Deepanway Ghosal Navonil Majumder Soujanya Poria Niyati Chhaya Alexander Gelbukh 88 512 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 665 24,464 0 26 Jul 2019
Multimodal Transformer for Unaligned Multimodal Language Sequences Yao-Hung Hubert Tsai Shaojie Bai Paul Pu Liang J. Zico Kolter Louis-Philippe Morency Ruslan Salakhutdinov 86 1,304 0 01 Jun 2019
Challenges in Building Intelligent Open-domain Dialog Systems Minlie Huang Xiaoyan Zhu Jianfeng Gao VLM 100 316 0 13 May 2019
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances Soujanya Poria Navonil Majumder Rada Mihalcea Eduard H. Hovy 47 359 0 08 May 2019
HiGRU: Hierarchical Gated Recurrent Units for Utterance-level Emotion Recognition Wenxiang Jiao Haiqin Yang Irwin King Michael R. Lyu 53 129 0 09 Apr 2019
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations Navonil Majumder Soujanya Poria Devamanyu Hazarika Rada Mihalcea Alexander Gelbukh Min Zhang 64 721 0 01 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations Soujanya Poria Devamanyu Hazarika Navonil Majumder Gautam Naik Min Zhang Rada Mihalcea 109 1,069 0 05 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 88 675 0 21 Sep 2018
Learning Factorized Multimodal Representations Yao-Hung Hubert Tsai Paul Pu Liang Amir Zadeh Louis-Philippe Morency Ruslan Salakhutdinov DRL 110 408 0 16 Jun 2018
EmotionLines: An Emotion Corpus of Multi-Party Conversations Shengli Chen Chao-Chun Hsu Chuan-Chun Kuo Ting-Hao 'Kenneth' Huang Huang Lun-Wei Ku 76 253 0 23 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 214 11,556 0 15 Feb 2018
Decoupled Weight Decay Regularization I. Loshchilov Frank Hutter OffRL 146 2,142 0 14 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 131,652 0 12 Jun 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 84 635 0 29 Apr 2017
End-to-End Multimodal Emotion Recognition using Deep Neural Networks Panagiotis Tzirakis George Trigeorgis M. Nicolaou Björn Schuller Stefanos Zafeiriou HAI 40 543 0 27 Apr 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 903 6,790 0 26 Sep 2016
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 169 1,755 0 17 Jul 2015
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014