Title
SSL Framework for Causal Inconsistency between Structures and Representations Hang Chen Xinyu Yang Keqing Du Wenya Wang 50 2 0 03 Jan 2025
Generative Emotion Cause Explanation in Multimodal Conversations Lin Wang Xiaocui Yang Shi Feng Daling Wang Yifei Zhang 34 0 0 01 Nov 2024
The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends Xinghua Zhang Haiyang Yu Yongbin Li Minzheng Wang Longze Chen Fei Huang 35 5 0 21 Sep 2024
Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning Xinhao Chen Chong Yang Man Lan Li Cai Yang Chen Tu Hu Xinlin Zhuang Aimin Zhou LRM 27 3 0 21 Aug 2024
Automatic Extraction of Relationships among Motivations, Emotions and Actions from Natural Language Texts Fei Yang 22 1 0 02 Aug 2024
BiosERC: Integrating Biography Speakers Supported by LLMs for ERC Tasks Jieying Xue Minh Phuong Nguyen Blake Matheny Le Minh Nguyen 24 6 0 05 Jul 2024
Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction Yuncheng Hua Yujin Huang Shuo Huang Tao Feng Lizhen Qu Chris Bain R. Bassed Gholamreza Haffari CML OOD 43 2 0 18 Jun 2024
Think out Loud: Emotion Deducing Explanation in Dialogues JiangNan Li Zheng-Shen Lin Lanrui Wang Q. Si Yanan Cao Mo Yu Peng Fu Weiping Wang Jie Zhou 29 0 0 07 Jun 2024
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations Fanfan Wang Heqing Ma Jianfei Yu Rui Xia Erik Cambria 32 22 0 19 May 2024
ECR-Chain: Advancing Generative Language Models to Better Emotion-Cause Reasoners through Reasoning Chains Zhaopei Huang Jinming Zhao Qin Jin ReLM LRM 31 3 0 17 May 2024
A Comprehensive Evaluation on Event Reasoning of Large Language Models Zhengwei Tao Zhi Jin Yifan Zhang Xiancai Chen Xiaoying Bai Yue Fang Haiyan Zhao Jia Li Chongyang Tao LRM 31 3 0 26 Apr 2024
Samsung Research China-Beijing at SemEval-2024 Task 3: A multi-stage framework for Emotion-Cause Pair Extraction in Conversations Shen Zhang Haojie Zhang Jing Zhang Xudong Zhang Yimeng Zhuang Jinting Wu 33 2 0 25 Apr 2024
EVIT: Event-Oriented Instruction Tuning for Event Reasoning Zhengwei Tao Xiancai Chen Zhi Jin Xiaoying Bai Haiyan Zhao Yiwei Lou 34 3 0 18 Apr 2024
PetKaz at SemEval-2024 Task 3: Advancing Emotion Classification with an LLM for Emotion-Cause Pair Extraction in Conversations Roman Kazakov Kseniia Petukhova Ekaterina Kochmar 41 1 0 08 Apr 2024
LastResort at SemEval-2024 Task 3: Exploring Multimodal Emotion Cause Pair Extraction as Sequence Labelling Task Suyash Vardhan Mathur Akshett Rai Jindal Hardik Mittal Manish Shrivastava 28 1 0 02 Apr 2024
Backtracing: Retrieving the Cause of the Query Rose E. Wang Pawan Wirawarn Omar Khattab Noah D. Goodman Dorottya Demszky 34 1 0 06 Mar 2024
SemEval 2024 -- Task 10: Emotion Discovery and Reasoning its Flip in Conversation (EDiReF) Shivani Kumar Md. Shad Akhtar Erik Cambria Tanmoy Chakraborty LRM 27 23 0 29 Feb 2024
EmoBench: Evaluating the Emotional Intelligence of Large Language Models Sahand Sabour Siyang Liu Zheyuan Zhang June M. Liu Jinfeng Zhou Alvionna S. Sunaryo Juanzi Li Tatia M.C. Lee Rada Mihalcea Minlie Huang 27 11 0 19 Feb 2024
Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence Weixiang Zhao Zhuojun Li Shilong Wang Yang Wang Yulin Hu Yanyan Zhao Chen Wei Bing Qin 17 4 0 15 Feb 2024
CauESC: A Causal Aware Model for Emotional Support Conversation Wei Chen Hengxu Lin Qun Zhang Xiaojin Zhang Xiang Bai Xuanjing Huang Zhongyu Wei 23 0 0 31 Jan 2024
Towards Causal Relationship in Indefinite Data: Baseline Model and New Datasets Hang Chen Xinyu Yang Keqing Du CML 26 2 0 16 Jan 2024
Rational Sensibility: LLM Enhanced Empathetic Response Generation Guided by Self-presentation Theory Linzhuang Sun Nan Xu Jingxuan Wei Bihui Yu Liping Bu Yin Luo 32 8 0 14 Dec 2023
Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimodal Emotion Recognition Dongyuan Li Yusong Wang Kotaro Funakoshi Manabu Okumura 26 12 0 18 Nov 2023
A Review and Roadmap of Deep Causal Model from Different Causal Structures and Representations Hang Chen Keqing Du Chenguang Li Xinyu Yang 39 2 0 02 Nov 2023
EmoTwiCS: A Corpus for Modelling Emotion Trajectories in Dutch Customer Service Dialogues on Twitter Sofie Labat Thomas Demeester Véronique Hoste 39 6 0 10 Oct 2023
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt Yucheng Cai Wentao Ma Yuchuan Wu Shuzheng Si Yuan Shao Zhijian Ou Yongbin Li 35 3 0 20 Sep 2023
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge Kailai Yang Tianlin Zhang Shaoxiong Ji Sophia Ananiadou 19 5 0 09 Aug 2023
Toward Zero-Shot Instruction Following Renze Lou Wenpeng Yin 36 1 0 04 Aug 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems Shivani Kumar S. Bhatia Milan Aggarwal Tanmoy Chakraborty 19 1 0 14 Jul 2023
Emotion Flip Reasoning in Multiparty Conversations Shivani Kumar Shubham Dudeja Md. Shad Akhtar Tanmoy Chakraborty 19 14 0 24 Jun 2023
ECQED: Emotion-Cause Quadruple Extraction in Dialogs Limin Zheng Donghong Ji Fei Li Hao Fei Shengqiong Wu Jingye Li Bobo Li Chong Teng 19 4 0 06 Jun 2023
Learning a Structural Causal Model for Intuition Reasoning in Conversation Hang Chen Bingyu Liao Jing Luo Wenjing Zhu Xinyu Yang LRM 25 12 0 28 May 2023
Towards Causal Representation Learning and Deconfounding from Indefinite Data Hang Chen Xinyu Yang Qing Yang OOD CML 19 0 0 04 May 2023
How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning Hang Chen Jing Luo Xinyu Yang Wenjing Zhu CML 38 4 0 04 May 2023
Is ChatGPT Equipped with Emotional Dialogue Capabilities? Weixiang Zhao Yanyan Zhao Xin Lu Shilong Wang Yanpeng Tong Bing Qin LLMAG AI4MH 16 56 0 19 Apr 2023
Towards Interpretable Mental Health Analysis with Large Language Models Kailai Yang Shaoxiong Ji Tianlin Zhang Qianqian Xie Zi-Zhou Kuang Sophia Ananiadou ELM AI4MH LRM 19 59 0 06 Apr 2023
PAGE: A Position-Aware Graph-Based Model for Emotion Cause Entailment in Conversation Xiaojie Gu Renze Lou Lin Sun Shangxin Li 76 6 0 03 Mar 2023
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery Tao Feng Lizhen Qu Gholamreza Haffari CML 19 7 0 02 Mar 2023
Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment Weixiang Zhao Yanyan Zhao Zhuojun Li Bing Qin 6 32 0 06 Dec 2022
Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation Yangbin Chen C. Liang 17 9 0 05 Dec 2022
Deep Emotion Recognition in Textual Conversations: A Survey Patrícia Pereira Helena Moniz Joao Paulo Carvalho 29 15 0 16 Nov 2022
Multi-Task Learning Framework for Extracting Emotion Cause Span and Entailment in Conversations A. Bhat Ashutosh Modi 14 9 0 07 Nov 2022
Discourse-Aware Emotion Cause Extraction in Conversations Dexin Kong Nan Yu Yun Yuan G. Fu Chen Gong 6 2 0 26 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 25 50 0 09 Oct 2022
Learning a General Clause-to-Clause Relationships for Enhancing Emotion-Cause Pair Extraction Hang Chen Xinyu Yang Xiangci Li 21 7 0 29 Aug 2022
DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning Zhi Chen Jijia Bao Lu Chen Yuncong Liu Da Ma ... Xinhsuai Dong Fujiang Ge Qingliang Miao Jian-Guang Lou Kai Yu ALM AI4CE 37 3 0 25 May 2022
FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue Alon Albalak Yi-Lin Tuan Pegah Jandaghi Connor Pryor Luke Yoffe Deepak Ramachandran Lise Getoor Jay Pujara William Yang Wang 11 14 0 12 May 2022
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities Aravind Sesagiri Raamkumar Yinping Yang 12 28 0 09 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
TSAM: A Two-Stream Attention Model for Causal Emotion Entailment Duzhen Zhang Zhenfei Yang Fandong Meng Xiuyi Chen Jie Zhou 29 21 0 02 Mar 2022