EmoTrans: A Benchmark for Understanding, Reasoning, and Predicting Emotion Transitions in Multimodal LLMs
Fuente:
arXiv
Guardado en:
| Autores principales: | Hu, He, Weng, Tengjin, Cheng, Zebang, Wang, Yu, Luo, Jiachen, Schuller, Björn, Lian, Zheng, Cui, Laizhong |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
EmoBench-M: Benchmarking Emotional Intelligence for Multimodal Large Language Models
por: Hu, He, et al.
Publicado: (2025)
por: Hu, He, et al.
Publicado: (2025)
Emotion and Intent Joint Understanding in Multimodal Conversation: A Benchmarking Dataset
por: Liu, Rui, et al.
Publicado: (2024)
por: Liu, Rui, et al.
Publicado: (2024)
EmoTransCap: Dataset and Pipeline for Emotion Transition-Aware Speech Captioning in Discourses
por: Xu, Shuhao, et al.
Publicado: (2026)
por: Xu, Shuhao, et al.
Publicado: (2026)
MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding
por: Lian, Zheng, et al.
Publicado: (2026)
por: Lian, Zheng, et al.
Publicado: (2026)
EmoPrefer: Can Large Language Models Understand Human Emotion Preferences?
por: Lian, Zheng, et al.
Publicado: (2025)
por: Lian, Zheng, et al.
Publicado: (2025)
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
por: Cheng, Zebang, et al.
Publicado: (2024)
por: Cheng, Zebang, et al.
Publicado: (2024)
Emotion-LLaMAv2 and MMEVerse: A New Framework and Benchmark for Multimodal Emotion Understanding
por: Peng, Xiaojiang, et al.
Publicado: (2026)
por: Peng, Xiaojiang, et al.
Publicado: (2026)
EmoSURA: Towards Accurate Evaluation of Detailed and Long-Context Emotional Speech Captions
por: Jing, Xin, et al.
Publicado: (2026)
por: Jing, Xin, et al.
Publicado: (2026)
VoxEmo: Benchmarking Speech Emotion Recognition with Speech LLMs
por: Zhang, Hezhao, et al.
Publicado: (2026)
por: Zhang, Hezhao, et al.
Publicado: (2026)
AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models
por: Lian, Zheng, et al.
Publicado: (2025)
por: Lian, Zheng, et al.
Publicado: (2025)
EmoS: A High-Fidelity Multimodal Benchmark for Fine-grained Streaming Emotional Understanding
por: Guo, Pengze, et al.
Publicado: (2026)
por: Guo, Pengze, et al.
Publicado: (2026)
EmoOmni: Bridging Emotional Understanding and Expression in Omni-Modal LLMs
por: Tian, Wenjie, et al.
Publicado: (2026)
por: Tian, Wenjie, et al.
Publicado: (2026)
EmoVid: A Multimodal Emotion Video Dataset for Emotion-Centric Video Understanding and Generation
por: Qiu, Zongyang, et al.
Publicado: (2025)
por: Qiu, Zongyang, et al.
Publicado: (2025)
Improving Speaker-independent Speech Emotion Recognition Using Dynamic Joint Distribution Adaptation
por: Lu, Cheng, et al.
Publicado: (2024)
por: Lu, Cheng, et al.
Publicado: (2024)
VisNumBench: Evaluating Number Sense of Multimodal Large Language Models
por: Weng, Tengjin, et al.
Publicado: (2025)
por: Weng, Tengjin, et al.
Publicado: (2025)
EmoLLM: Multimodal Emotional Understanding Meets Large Language Models
por: Yang, Qu, et al.
Publicado: (2024)
por: Yang, Qu, et al.
Publicado: (2024)
Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding
por: Huang, Dawei, et al.
Publicado: (2025)
por: Huang, Dawei, et al.
Publicado: (2025)
Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark
por: Hu, Jinpeng, et al.
Publicado: (2025)
por: Hu, Jinpeng, et al.
Publicado: (2025)
EmoVerse: Exploring Multimodal Large Language Models for Sentiment and Emotion Understanding
por: Li, Ao, et al.
Publicado: (2024)
por: Li, Ao, et al.
Publicado: (2024)
EmoSign: A Multimodal Dataset for Understanding Emotions in American Sign Language
por: Chua, Phoebe, et al.
Publicado: (2025)
por: Chua, Phoebe, et al.
Publicado: (2025)
Speech Swin-Transformer: Exploring a Hierarchical Transformer with Shifted Windows for Speech Emotion Recognition
por: Wang, Yong, et al.
Publicado: (2024)
por: Wang, Yong, et al.
Publicado: (2024)
INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition
por: Triantafyllopoulos, Andreas, et al.
Publicado: (2024)
por: Triantafyllopoulos, Andreas, et al.
Publicado: (2024)
EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Spoken Dialogue Systems
por: Liu, Jingwen, et al.
Publicado: (2025)
por: Liu, Jingwen, et al.
Publicado: (2025)
AffectSpeech: A Large-Scale Emotional Speech Dataset with Fine-Grained Textual Descriptions for Speech Emotion Captioning and Synthesis
por: Qi, Tianhua, et al.
Publicado: (2026)
por: Qi, Tianhua, et al.
Publicado: (2026)
EmoMM: Benchmarking and Steering MLLM for Multimodal Emotion Recognition under Conflict and Missingness
por: Sun, Yueru, et al.
Publicado: (2026)
por: Sun, Yueru, et al.
Publicado: (2026)
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models
por: Lin, Yuxiang, et al.
Publicado: (2025)
por: Lin, Yuxiang, et al.
Publicado: (2025)
MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models
por: Zhang, Fan, et al.
Publicado: (2025)
por: Zhang, Fan, et al.
Publicado: (2025)
MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language Models
por: Cheng, Zebang, et al.
Publicado: (2024)
por: Cheng, Zebang, et al.
Publicado: (2024)
EmoStory: Emotion-Aware Story Generation
por: Yang, Jingyuan, et al.
Publicado: (2026)
por: Yang, Jingyuan, et al.
Publicado: (2026)
EmoGist: Efficient In-Context Learning for Visual Emotion Understanding
por: Seoh, Ronald, et al.
Publicado: (2025)
por: Seoh, Ronald, et al.
Publicado: (2025)
EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark
por: Ma, Ziyang, et al.
Publicado: (2024)
por: Ma, Ziyang, et al.
Publicado: (2024)
Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition
por: Zhao, Yan, et al.
Publicado: (2024)
por: Zhao, Yan, et al.
Publicado: (2024)
Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models
por: Zhao, Xiutian, et al.
Publicado: (2026)
por: Zhao, Xiutian, et al.
Publicado: (2026)
SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition
por: Cheng, Zebang, et al.
Publicado: (2024)
por: Cheng, Zebang, et al.
Publicado: (2024)
MELT: Towards Automated Multimodal Emotion Data Annotation by Leveraging LLM Embedded Knowledge
por: Jing, Xin, et al.
Publicado: (2025)
por: Jing, Xin, et al.
Publicado: (2025)
Accurate Segmentation of Optic Disc And Cup from Multiple Pseudo-labels by Noise-aware Learning
por: Weng, Tengjin, et al.
Publicado: (2023)
por: Weng, Tengjin, et al.
Publicado: (2023)
EmoCtrl: Controllable Emotional Image Content Generation
por: Yang, Jingyuan, et al.
Publicado: (2025)
por: Yang, Jingyuan, et al.
Publicado: (2025)
Understanding Financial Reasoning in AI: A Multimodal Benchmark and Error Learning Approach
por: Deng, Shuangyan, et al.
Publicado: (2025)
por: Deng, Shuangyan, et al.
Publicado: (2025)
Explainable Speech Emotion Recognition: Weighted Attribute Fairness to Model Demographic Contributions to Social Bias
por: Ogunnubi, Tomisin, et al.
Publicado: (2026)
por: Ogunnubi, Tomisin, et al.
Publicado: (2026)
Identity-free Artificial Emotional Intelligence via Micro-Gesture Understanding
por: Gao, Rong, et al.
Publicado: (2024)
por: Gao, Rong, et al.
Publicado: (2024)
Ejemplares similares
-
EmoBench-M: Benchmarking Emotional Intelligence for Multimodal Large Language Models
por: Hu, He, et al.
Publicado: (2025) -
Emotion and Intent Joint Understanding in Multimodal Conversation: A Benchmarking Dataset
por: Liu, Rui, et al.
Publicado: (2024) -
EmoTransCap: Dataset and Pipeline for Emotion Transition-Aware Speech Captioning in Discourses
por: Xu, Shuhao, et al.
Publicado: (2026) -
MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding
por: Lian, Zheng, et al.
Publicado: (2026) -
EmoPrefer: Can Large Language Models Understand Human Emotion Preferences?
por: Lian, Zheng, et al.
Publicado: (2025)