Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A
Survey

Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey

12 June 2024

Hongbo Zhang

Zongyang Ma

Bing Qin

Papers citing "Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey"

13 / 13 papers shown

Title
An overview of model uncertainty and variability in LLM-based sentiment analysis. Challenges, mitigation strategies and the role of explainability David Herrera-Poyatos Carlos Peláez-González Cristina Zuheros Andrés Herrera-Poyatos Virilo Tejedor F. Herrera Rosana Montes 23 1 0 06 Apr 2025
Multi-level Conflict-Aware Network for Multi-modal Sentiment Analysis Yubo Gao Haotian Wu Lei Zhang 53 0 0 13 Feb 2025
A Generative Framework for Bidirectional Image-Report Understanding in Chest Radiography Nicholas Evans Stephen Baker Miles Reed LM&MA MedIm 55 0 0 09 Feb 2025
Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment Melissa Kazemi Rad Huy Nghiem Andy Luo Sahil Wadhwa Mohammad Sorower Stephen Rawls AAML 83 2 0 22 Jan 2025
Learning variant product relationship and variation attributes from e-commerce website structures Pedro Herrero-Vidal You-Lin Chen Cris Liu Prithviraj Sen Lichao Wang 19 0 0 17 Sep 2024
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 123 593 0 26 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 244 4,186 0 30 Jan 2023
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 198 1,089 0 20 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification Zhenhailong Wang Heng Ji 70 71 0 05 Dec 2021
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021
MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation Jingwen Hu Yuchen Liu Jinming Zhao Qin Jin 26 196 0 14 Jul 2021
Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis Wenmeng Yu Hua Xu Ziqi Yuan Jiele Wu SSL 45 430 0 09 Feb 2021