MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations

5 October 2018

Papers citing "MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations"

50 / 403 papers shown

Title
Let's Go Real Talk: Spoken Dialogue Model for Face-to-Face Conversation Se Jin Park Chae Won Kim Hyeongseop Rha Minsu Kim Joanna Hong Jeong Hun Yeo Yong Man Ro CVBM AuLLM 42 6 0 12 Jun 2024
Speech Emotion Recognition with ASR Transcripts: A Comprehensive Study on Word Error Rate and Fusion Techniques Yuanchao Li Peter Bell Catherine Lai 43 9 0 12 Jun 2024
ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets Shahin Amiriparian Filip Packañ Maurice Gerczuk Björn W. Schuller 21 4 0 11 Jun 2024
EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark Ziyang Ma Mingjie Chen Hezhao Zhang Zhisheng Zheng Wenxi Chen Xiquan Li Jiaxin Ye Xie Chen Thomas Hain 30 13 0 11 Jun 2024
Representation Learning with Conditional Information Flow Maximization Dou Hu Lingwei Wei Wei Zhou Songlin Hu SSL 45 1 0 08 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 34 0 0 07 Jun 2024
BLSP-Emo: Towards Empathetic Large Speech-Language Models Chen Wang Minpeng Liao Zhongqiang Huang Junhong Wu Chengqing Zong Jiajun Zhang VLM AuLLM 38 4 0 06 Jun 2024
Evaluation of data inconsistency for multi-modal sentiment analysis Yufei Wang Mengyue Wu 34 1 0 05 Jun 2024
Enhancing Emotion Recognition in Conversation through Emotional Cross-Modal Fusion and Inter-class Contrastive Learning Haoxiang Shi Xulong Zhang Ning Cheng Yong Zhang Jun Yu Jing Xiao Jianzong Wang 26 1 0 28 May 2024
EmpathicStories++: A Multimodal Dataset for Empathy towards Personal Experiences Jocelyn Shen Y. Kim Mohit Hulse W. Zulfikar Sharifa Alghowinem C. Breazeal Hae Won Park 34 6 0 24 May 2024
Emotion Identification for French in Written Texts: Considering their Modes of Expression as a Step Towards Text Complexity Analysis A. Étienne Delphine Battistelli Gwénolé Lecorvé 26 1 0 23 May 2024
MELD-ST: An Emotion-aware Speech Translation Dataset Sirou Chen Sakiko Yahata Shuichiro Shimizu Zhengdong Yang Yihang Li Chenhui Chu Sadao Kurohashi 19 1 0 21 May 2024
Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances Hanlei Zhang Hua Xu Fei Long Xin Wang Kai Gao 46 3 0 21 May 2024
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations Fanfan Wang Heqing Ma Jianfei Yu Rui Xia Erik Cambria 40 22 0 19 May 2024
Uni-MoE: Scaling Unified Multimodal LLMs with Mixture of Experts Yunxin Li Shenyuan Jiang Baotian Hu Longyue Wang Wanqi Zhong Wenhan Luo Lin Ma Min-Ling Zhang MoE 46 28 0 18 May 2024
Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline Qi Jia Baoyu Fan Cong Xu Lu Liu Liang Jin Guoguang Du Zhenhua Guo Yaqian Zhao Xuanjing Huang Rengang Li 37 0 0 15 May 2024
Designing and Evaluating Dialogue LLMs for Co-Creative Improvised Theatre Boyd Branch Piotr Wojciech Mirowski Kory W. Mathewson Sophia Ppali A. Covaci 34 1 0 11 May 2024
LyS at SemEval-2024 Task 3: An Early Prototype for End-to-End Multimodal Emotion Linking as Graph-Based Parsing Ana Ezquerro David Vilares 38 1 0 10 May 2024
ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition Xupeng Zha Huan Zhao Zixing Zhang 24 1 0 07 May 2024
New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis Quy Hoang Nguyen Minh-Van Truong Nguyen Kiet Van Nguyen 27 2 0 01 May 2024
Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum Tao Meng Fuchen Zhang Yuntao Shou Wei Ai Nan Yin Keqin Li 39 21 0 27 Apr 2024
Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion Yuntao Shou Tao Meng Fuchen Zhang Nan Yin Keqin Li Mamba 41 22 0 27 Apr 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models Guozheng Li Zijie Xu Ziyu Shang Jiajun Liu Ke Ji Yikai Guo 56 2 0 27 Apr 2024
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition Zheng Lian Haiyang Sun Guoying Zhao Zhuofan Wen Siyuan Zhang ... Bin Liu Erik Cambria Guoying Zhao Björn W. Schuller Jianhua Tao VLM 35 11 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 47 2 0 25 Apr 2024
Context-Aware Siamese Networks for Efficient Emotion Recognition in Conversation Barbara Gendron Gaël Guibon 25 0 0 17 Apr 2024
Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression Recognition Marah Halawa Florian Blume Pia Bideau Martin Maier Rasha Abdel Rahman Olaf Hellwich CVBM 36 1 0 16 Apr 2024
AIMDiT: Modality Augmentation and Interaction via Multimodal Dimension Transformation for Emotion Recognition in Conversations Sheng Wu Jiaxing Liu Longbiao Wang Dongxiao He Xiaobao Wang Jianwu Dang 37 0 0 12 Apr 2024
IITK at SemEval-2024 Task 10: Who is the speaker? Improving Emotion Recognition and Flip Reasoning in Conversations via Speaker Embeddings Shubham Patel Divyaksh Shukla Ashutosh Modi 38 1 0 06 Apr 2024
Personality-affected Emotion Generation in Dialog Systems Zhiyuan Wen Jiannong Cao Jiaxing Shen Ruosong Yang Shuaiqi Liu Maosong Sun 35 3 0 03 Apr 2024
Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM Md. Kowsher Ritesh Panditi Nusrat Jahan Prottasha Prakash Bhat A. Bairagi M. Arefin 28 1 0 03 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 33 1 0 02 Apr 2024
MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language Models Zebang Cheng Fuqiang Niu Yuxiang Lin Zhi-Qi Cheng Bowen Zhang Xiaojiang Peng 31 7 0 31 Mar 2024
UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause Guimin Hu Zhihong Zhu Daniel Hershcovich Hasti Seifi Jiayuan Xie 27 7 0 30 Mar 2024
Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation Fangxu Yu Junjie Guo Zhen Wu Xinyu Dai 37 7 0 29 Mar 2024
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition Siyuan Shen Yu Gao Feng Liu Hanyang Wang Aimin Zhou 37 6 0 28 Mar 2024
The NeurIPS 2023 Machine Learning for Audio Workshop: Affective Audio Benchmarks and Novel Data Alice Baird Rachel Manzelli Panagiotis Tzirakis Chris Gagne Haoqi Li Sadie Allen Sander Dieleman Brian Kulis Shrikanth S. Narayanan Alan S. Cowen 23 0 0 21 Mar 2024
Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision E. Ryumina M. Markitantov D. Ryumin Heysem Kaya Alexey Karpov 40 6 0 19 Mar 2024
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations Hanlei Zhang Xin Wang Hua Xu Qianrui Zhou Kai Gao Jianhua Su jinyue Zhao Wenrui Li Yanting Chen 42 2 0 16 Mar 2024
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama models Arefa Mohammed Abbas Ansari Chandni Saxena Tanvir Ahmad MLLM 34 2 0 05 Mar 2024
TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection Jiamin Luo Jingjing Wang Guodong Zhou 27 1 0 04 Mar 2024
Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions Flor Miriam Plaza del Arco Alba Curry A. C. Curry Dirk Hovy 44 14 0 02 Mar 2024
Probing the Information Encoded in Neural-based Acoustic Models of Automatic Speech Recognition Systems Quentin Raymondaud Mickael Rouvier Richard Dufour 25 1 0 29 Feb 2024
SemEval 2024 -- Task 10: Emotion Discovery and Reasoning its Flip in Conversation (EDiReF) Shivani Kumar Md. Shad Akhtar Erik Cambria Tanmoy Chakraborty LRM 29 23 0 29 Feb 2024
KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue Benchmark Seongbo Jang Seonghyeon Lee Hwanjo Yu ELM 29 0 0 27 Feb 2024
Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition Cam-Van Thi Nguyen Cao-Bach Nguyen Quang-Thuy Ha Duc-Trong Le 29 0 0 27 Feb 2024
Advancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations Guan-Ting Lin Cheng-Han Chiang Hung-yi Lee 34 22 0 20 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 32 12 0 19 Feb 2024
Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing? Marco Gaido Sara Papi Matteo Negri L. Bentivogli 41 13 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 22 4 0 15 Feb 2024