Designing Heterogeneous LLM Agents for Financial Sentiment Analysis

11 January 2024

Papers citing "Designing Heterogeneous LLM Agents for Financial Sentiment Analysis"

22 / 22 papers shown

Title
A Simple Ensemble Strategy for LLM Inference: Towards More Stable Text Classification Junichiro Niimi 48 0 0 26 Apr 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 36 0 0 14 Mar 2025
Experimental Exploration: Investigating Cooperative Interaction Behavior Between Humans and Large Language Model Agents Guanxuan Jiang Yuyang Wang Pan Hui 27 2 0 10 Mar 2025
Mixup Model Merge: Enhancing Model Merging Performance through Randomized Linear Interpolation Yue Zhou Yi-Ju Chang Yuan Wu MoMe 57 2 0 24 Feb 2025
The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems Zengqing Wu Takayuki Ito 32 0 0 23 Feb 2025
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains Xu Chu Zhijie Tan Hanlin Xue Guanyu Wang Tong Mo Weiping Li ELM LRM 53 1 0 24 Jan 2025
Recursive Decomposition of Logical Thoughts: Framework for Superior Reasoning and Knowledge Propagation in Large Language Models Kaleem Ullah Qasim Jiashu Zhang Tariq Alsahfi Ateeq Ur Rehman Butt LRM ReLM 61 1 0 03 Jan 2025
Exploring Accuracy-Fairness Trade-off in Large Language Models Qingquan Zhang Qiqi Duan Bo Yuan Yuhui Shi J. Liu 67 0 0 21 Nov 2024
Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations? Yue Huang Zhengqing Yuan Yujun Zhou Kehan Guo Xiangqi Wang ... Weixiang Sun Lichao Sun Jindong Wang Yanfang Ye X. Zhang LLMAG 36 10 0 30 Oct 2024
Enhancing Financial Question Answering with a Multi-Agent Reflection Framework Sorouralsadat Fatemi Yuheng Hu AIFin 9 3 0 29 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies L. Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 44 3 0 24 Oct 2024
CAPE: A Chinese Dataset for Appraisal-based Emotional Generation using Large Language Models June M. Liu He Cao Renliang Sun Rui Wang Yu Li Jiaxing Zhang 22 0 0 18 Oct 2024
Better to Ask in English: Evaluation of Large Language Models on English, Low-resource and Cross-Lingual Settings Krishno Dey Prerona Tarannum Md. Arid Hasan Imran Razzak Usman Naseem 32 3 0 17 Oct 2024
Learning Algorithms Made Simple Noorbakhsh Amiri Golilarz Elias Hossain Abdoljalil Addeh Keyan Alexander Rahimi AAML 47 0 0 11 Oct 2024
Spacewalker: Traversing Representation Spaces for Fast Interactive Exploration and Annotation of Unstructured Data Lukas Heine Fabian Horst Jana Fragemann Gijs Luijten M. Balzer Jan Egger F. Bahnsen M. Sarfraz Jens Kleesiek 15 0 0 25 Sep 2024
Doppelgänger's Watch: A Split Objective Approach to Large Language Models S. Ghasemlou Ashish Katiyar Aparajita Saraf Seungwhan Moon Mangesh Pujari Pinar E. Donmez Babak Damavandi Anuj Kumar 31 0 0 09 Sep 2024
Improving Global Parameter-sharing in Physically Heterogeneous Multi-agent Reinforcement Learning with Unified Action Space Xiaoyang Yu Youfang Lin Shuo Wang Kai Lv Sheng Han 35 0 0 14 Aug 2024
Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings Md. Arid Hasan Prerona Tarannum Krishno Dey Imran Razzak Usman Naseem 29 4 0 05 Aug 2024
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making Yangyang Yu Zhiyuan Yao Haohang Li Zhiyang Deng Yupeng Cao ... Guojun Xiong Yueru He Jimin Huang Dong Li Qianqian Xie AIFin LLMAG 34 13 0 09 Jul 2024
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges Yuqi Nie Yaxuan Kong Xiaowen Dong John M. Mulvey H. Vincent Poor Qingsong Wen Stefan Zohren AIFin 40 40 0 15 Jun 2024
AI Agents Under Threat: A Survey of Key Security Challenges and Future Pathways Zehang Deng Yongjian Guo Changzhou Han Wanlun Ma Junwu Xiong Sheng Wen Yang Xiang 42 19 0 04 Jun 2024
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models Boyu Zhang Hongyang Yang Tianyu Zhou Muhammad Ali Babar Xiao-Yang Liu AIFin 53 101 0 06 Oct 2023