Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations

24 September 2019

Papers citing "Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations"

50 / 105 papers shown

Title
A Survey on Knowledge-Enhanced Pre-trained Language Models Chaoqi Zhen Yanlei Shang Xiangyu Liu Yifei Li Yong Chen Dell Zhang VLM KELM 24 3 0 27 Dec 2022
InferEM: Inferring the Speaker's Intention for Empathetic Dialogue Generation Guoqing Lv Jiang Li Xiaoping Wang Zhigang Zeng 24 1 0 13 Dec 2022
Deep Emotion Recognition in Textual Conversations: A Survey Patrícia Pereira Helena Moniz Joao Paulo Carvalho 34 15 0 16 Nov 2022
Multi-Task Learning Framework for Extracting Emotion Cause Span and Entailment in Conversations A. Bhat Ashutosh Modi 27 9 0 07 Nov 2022
Modelling Emotion Dynamics in Song Lyrics with State Space Models Yingjin Song Daniel Beck 36 5 0 17 Oct 2022
Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation Xiaohui Song Longtao Huang Hui Xue Songlin Hu 14 84 0 17 Oct 2022
Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning Yi Cheng Wenge Liu Wenjie Li Jiashuo Wang Ruihui Zhao Bang Liu Xiaodan Liang Yefeng Zheng 27 50 0 09 Oct 2022
Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation Jingjie Yi Deqing Yang Siyu Yuan Caiyan Cao Zhiyao Zhang Yanghua Xiao 13 9 0 27 Jul 2022
Towards a Sentiment-Aware Conversational Agent Isabel Dias Ricardo Rei Patrícia Pereira Luísa Coheur LLMAG 27 5 0 24 Jul 2022
Emotion Recognition in Conversation using Probabilistic Soft Logic Eriq Augustine Pegah Jandaghi Alon Albalak Connor Pryor Charles Dickens William Wang Lise Getoor 21 0 0 14 Jul 2022
GraphCFC: A Directed Graph Based Cross-Modal Feature Complementation Approach for Multimodal Conversational Emotion Recognition Jiang Li Xiaoping Wang Guoqing Lv Zhigang Zeng 31 37 0 06 Jul 2022
Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation Yinan Bao Qianwen Ma Lingwei Wei Wei Zhou Song Hu 11 24 0 07 Jun 2022
M2R2: Missing-Modality Robust emotion Recognition framework with iterative data augmentation Ning Wang 18 13 0 05 May 2022
Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge JiangNan Li Fandong Meng Zheng Lin R. Liu Peng Fu Yanan Cao Weiping Wang Jie Zhou 21 31 0 02 May 2022
Retrieval of Scientific and Technological Resources for Experts and Scholars Suyu Ouyang Yingxia Shao Ang Li 22 0 0 13 Apr 2022
A General Survey on Attention Mechanisms in Deep Learning Gianni Brauwers Flavius Frasincar 31 296 0 27 Mar 2022
DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition Bowen Xing Ivor W. Tsang 16 18 0 08 Mar 2022
TSAM: A Two-Stream Attention Model for Causal Emotion Entailment Duzhen Zhang Zhenfei Yang Fandong Meng Xiuyi Chen Jie Zhou 36 21 0 02 Mar 2022
Multimodal Representations Learning Based on Mutual Information Maximization and Minimization and Identity Embedding for Multimodal Sentiment Analysis Jiahao Zheng Sen Zhang Xiaoping Wang Zhigang Zeng 14 7 0 10 Jan 2022
S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation Chen Liang Chong Yang Jing Xu Juyang Huang Yongliang Wang Yang Dong 23 24 0 23 Dec 2021
Hybrid Curriculum Learning for Emotion Recognition in Conversation Lin Yang Yi Shen Yue Mao Longjun Cai 32 53 0 22 Dec 2021
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer Shimin Li Hang Yan Xipeng Qiu 21 84 0 21 Dec 2021
Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research Ross Gruetzemacher D. Paradice 22 30 0 18 Oct 2021
Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions D. Curto Albert Clapés Javier Selva Sorina Smeureanu Julio C. S. Jacques Junior ... G. Guilera D. Leiva T. Moeslund Sergio Escalera Cristina Palmero 46 29 0 20 Sep 2021
Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks Gaël Guibon Matthieu Labeau Hélène Flamein Luce Lefeuvre Chloé Clavel 46 33 0 20 Sep 2021
Empathetic Dialogue Generation with Pre-trained RoBERTa-GPT2 and External Knowledge Ye Liu Wolfgang Maier Wolfgang Minker Stefan Ultes AI4CE 15 20 0 07 Sep 2021
EmoBERTa: Speaker-Aware Emotion Recognition in Conversation with RoBERTa Taewoon Kim Piek Vossen 14 98 0 26 Aug 2021
CoMPM: Context Modeling with Speaker's Pre-trained Memory Tracking for Emotion Recognition in Conversation Joosung Lee Woo-Ri Lee 25 77 0 26 Aug 2021
Leveraging Commonsense Knowledge on Classifying False News and Determining Checkworthiness of Claims Ipek Baris Schlicht Erhan Sezerer Selma Tekir Oul Han Zeyd Boukhers 10 0 0 08 Aug 2021
Using Knowledge-Embedded Attention to Augment Pre-trained Language Models for Fine-Grained Emotion Recognition Varsha Suresh Desmond C. Ong 19 19 0 31 Jul 2021
DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations Dou Hu Lingwei Wei X. Huai 9 192 0 03 Jun 2021
DynaEval: Unifying Turn and Dialogue Level Evaluation Chen Zhang Yiming Chen L. F. D’Haro Yan Zhang Thomas Friedrichs Grandee Lee Haizhou Li 24 73 0 02 Jun 2021
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection Lixing Zhu Gabriele Pergola Lin Gui Deyu Zhou Yulan He 41 145 0 02 Jun 2021
Directed Acyclic Graph Network for Conversational Emotion Recognition Weizhou Shen Siyue Wu Yunyi Yang Xiaojun Quan 37 240 0 27 May 2021
Enriched Attention for Robust Relation Extraction Heike Adel Jannik Strötgen 11 3 0 22 Apr 2021
AdCOFE: Advanced Contextual Feature Extraction in Conversations for emotion classification Vaibhav Bhat Anita Yadav Sonal Yadav Dhivya Chandrasekaran Vijay K. Mago 19 4 0 09 Apr 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 9 33 0 23 Mar 2021
Emotion Ratings: How Intensity, Annotation Confidence and Agreements are Entangled Enrica Troiano Sebastian Padó Roman Klinger 14 19 0 02 Mar 2021
HeBERT & HebEMO: a Hebrew BERT Model and a Tool for Polarity Analysis and Emotion Recognition Avihay Chriqui I. Yahav 28 36 0 03 Feb 2021
A Hierarchical Transformer with Speaker Modeling for Emotion Recognition in Conversation JiangNan Li Zheng Lin Peng Fu Q. Si Weiping Wang 13 18 0 29 Dec 2020
Context-Aware Personality Inference in Dyadic Scenarios: Introducing the UDIVA Dataset Cristina Palmero Javier Selva Sorina Smeureanu Julio C. S. Jacques Junior Albert Clapés ... Zejian Zhang D. Gallardo-Pujol G. Guilera D. Leiva Sergio Escalera 28 53 0 28 Dec 2020
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition Weizhou Shen Junqing Chen Xiaojun Quan Zhixiang Xie 19 199 0 16 Dec 2020
Towards Label-Agnostic Emotion Embeddings Sven Buechel Luise Modersohn U. Hahn 8 9 0 01 Dec 2020
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations Deepanway Ghosal Navonil Majumder Alexander Gelbukh Rada Mihalcea Soujanya Poria 40 315 0 06 Oct 2020
Towards Improved Model Design for Authorship Identification: A Survey on Writing Style Understanding Weicheng Ma Ruibo Liu Lili Wang Soroush Vosoughi 11 7 0 30 Sep 2020
Knowledge Bridging for Empathetic Dialogue Generation Qintong Li Pijian Li Z. Ren Pengjie Ren Zhumin Chen 6 102 0 21 Sep 2020
CUHK at SemEval-2020 Task 4: CommonSense Explanation, Reasoning and Prediction with Multi-task Learning Hongru Wang Xiangru Tang Sunny Lai Kwong Sak Leung Jia Zhu Gabriel Pui Cheong Fung K. Leung ReLM LRM 9 4 0 12 Jun 2020
BiERU: Bidirectional Emotional Recurrent Unit for Conversational Sentiment Analysis Wei Li Wei Shao Shaoxiong Ji Erik Cambria 4 219 0 31 May 2020
KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis Deepanway Ghosal Devamanyu Hazarika Abhinaba Roy Navonil Majumder Rada Mihalcea Soujanya Poria 32 67 0 02 May 2020
Learning Relation Ties with a Force-Directed Graph in Distant Supervised Relation Extraction Yu-Ming Shang Heyan Huang Xin Sun Xian-Ling Mao 11 10 0 21 Apr 2020