VLLMs Provide Better Context for Emotion Understanding Through Common
Sense Reasoning

VLLMs Provide Better Context for Emotion Understanding Through Common Sense Reasoning

10 April 2024

Alexandros Xenos

Niki Maria Foteinopoulou

Georgios Tzimiropoulos

Papers citing "VLLMs Provide Better Context for Emotion Understanding Through Common Sense Reasoning"

17 / 17 papers shown

Title
EmoGist: Efficient In-Context Learning for Visual Emotion Understanding Ronald Seoh Dan Goldwasser VLM 7 0 0 20 May 2025
Visual and textual prompts for enhancing emotion recognition in video Zhifeng Wang Qixuan Zhang Peter Zhang Wenjia Niu Kaihao Zhang Ramesh Sankaranarayana Sabrina Caldwell Tom Gedeon 47 0 0 24 Apr 2025
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Yuxiang Lin Jingdong Sun Zhi-Qi Cheng Jue Wang Haomin Liang Zebang Cheng Yifei Dong Jun-Yan He Xiaojiang Peng Xian-Sheng Hua 52 0 0 10 Apr 2025
Lotus at SemEval-2025 Task 11: RoBERTa with Llama-3 Generated Explanations for Multi-Label Emotion Classification Niloofar Ranjbar Hamed Baghbani 40 1 0 27 Feb 2025
Evaluating Vision-Language Models for Emotion Recognition Sree Bhattacharyya James Z. Wang VLM 60 1 0 08 Feb 2025
Visual Prompting in LLMs for Enhancing Emotion Recognition Qixuan Zhang Zhifeng Wang Dylan Zhang Wenjia Niu Sabrina Caldwell Tom Gedeon Yang Liu Zhenyue Qin 37 0 0 03 Oct 2024
CreDes: Causal Reasoning Enhancement and Dual-End Searching for Solving Long-Range Reasoning Problems using LLMs Kangsheng Wang Xiao Zhang Hao Liu Songde Han Huimin Ma Tianyu Hu LRM 59 5 0 02 Oct 2024
A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning Niki Maria Foteinopoulou Enjie Ghorbel Djamila Aouada 36 2 0 01 Oct 2024
Large Vision-Language Models as Emotion Recognizers in Context Awareness Yuxuan Lei Dingkang Yang Zhaoyu Chen Jiawei Chen Peng Zhai Lihua Zhang 32 3 0 16 Jul 2024
Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge Transfer Zengqun Zhao Yu Cao Shaogang Gong Ioannis Patras 53 6 0 29 May 2024
A Simple LLM Framework for Long-Range Video Question-Answering Ce Zhang Taixi Lu Md. Mohaiminul Islam Ziyang Wang Shoubin Yu Mohit Bansal Gedas Bertasius 108 82 0 28 Dec 2023
A Simple Baseline for Knowledge-Based Visual Question Answering Alexandros Xenos Themos Stafylakis Ioannis Patras Georgios Tzimiropoulos 78 7 0 20 Oct 2023
Learning Emotion Representations from Verbal and Nonverbal Communication Sitao Zhang Yimu Pan Jianmin Wang VLM 69 21 0 22 May 2023
ChatVideo: A Tracklet-centric Multimodal and Versatile Video Understanding System Junke Wang Dongdong Chen Chong Luo Xiyang Dai Lu Yuan Zuxuan Wu Yu-Gang Jiang 95 54 0 27 Apr 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 320 4,261 0 30 Jan 2023
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA Zhengyuan Yang Zhe Gan Jianfeng Wang Xiaowei Hu Yumao Lu Zicheng Liu Lijuan Wang 180 402 0 10 Sep 2021
ARBEE: Towards Automated Recognition of Bodily Expression of Emotion In the Wild Yu Luo Jianbo Ye Reginald B. Adams Jia Li M. Newman Jianmin Wang 56 86 0 28 Aug 2018