FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Jin, Song, Li, Shuqi, Zhang, Shukun, Yan, Rui |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MRScore: Evaluating Radiology Report Generation with LLM-based Reward System
by: Liu, Yunyi, et al.
Published: (2024)
by: Liu, Yunyi, et al.
Published: (2024)
FinGen: A Dataset for Argument Generation in Finance
by: Chen, Chung-Chi, et al.
Published: (2024)
by: Chen, Chung-Chi, et al.
Published: (2024)
MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting
by: Sun, Hongda, et al.
Published: (2024)
by: Sun, Hongda, et al.
Published: (2024)
M$^3$FinMeeting: A Multilingual, Multi-Sector, and Multi-Task Financial Meeting Understanding Evaluation Dataset
by: Zhu, Jie, et al.
Published: (2025)
by: Zhu, Jie, et al.
Published: (2025)
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation
by: Choi, Juhwan, et al.
Published: (2024)
by: Choi, Juhwan, et al.
Published: (2024)
UnityMAS-O: A General RL Optimization Framework for LLM-Based Multi-Agent Systems
by: Chen, Yiqun, et al.
Published: (2026)
by: Chen, Yiqun, et al.
Published: (2026)
Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models
by: Zhan, Zaifu, et al.
Published: (2024)
by: Zhan, Zaifu, et al.
Published: (2024)
A Dataset for Evaluating LLM-based Evaluation Functions for Research Question Extraction Task
by: Fujisaki, Yuya, et al.
Published: (2024)
by: Fujisaki, Yuya, et al.
Published: (2024)
CoSER: A Comprehensive Literary Dataset and Framework for Training and Evaluating LLM Role-Playing and Persona Simulation
by: Wang, Xintao, et al.
Published: (2025)
by: Wang, Xintao, et al.
Published: (2025)
Lost-in-the-Middle in Long-Text Generation: Synthetic Dataset, Evaluation Framework, and Mitigation
by: Zhang, Junhao, et al.
Published: (2025)
by: Zhang, Junhao, et al.
Published: (2025)
PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety
by: Zhang, Zaibin, et al.
Published: (2024)
by: Zhang, Zaibin, et al.
Published: (2024)
Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets
by: Heim, Desiree, et al.
Published: (2024)
by: Heim, Desiree, et al.
Published: (2024)
Integrated Framework for LLM Evaluation with Answer Generation
by: Lee, Sujeong, et al.
Published: (2025)
by: Lee, Sujeong, et al.
Published: (2025)
MMORF: A Multi-agent Framework for Designing Multi-objective Retrosynthesis Planning Systems
by: Baker, Frazier N., et al.
Published: (2026)
by: Baker, Frazier N., et al.
Published: (2026)
Evaluating Novelty in AI-Generated Research Plans Using Multi-Workflow LLM Pipelines
by: Saraogi, Devesh, et al.
Published: (2025)
by: Saraogi, Devesh, et al.
Published: (2025)
FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model
by: Li, Xiangyu, et al.
Published: (2024)
by: Li, Xiangyu, et al.
Published: (2024)
DiagGPT: An LLM-based and Multi-agent Dialogue System with Automatic Topic Management for Flexible Task-Oriented Dialogue
by: Cao, Lang
Published: (2023)
by: Cao, Lang
Published: (2023)
Balancing Rewards in Text Summarization: Multi-Objective Reinforcement Learning via HyperVolume Optimization
by: Song, Junjie, et al.
Published: (2025)
by: Song, Junjie, et al.
Published: (2025)
Fair-PP: A Synthetic Dataset for Aligning LLM with Personalized Preferences of Social Equity
by: Zhou, Qi, et al.
Published: (2025)
by: Zhou, Qi, et al.
Published: (2025)
DocFinQA: A Long-Context Financial Reasoning Dataset
by: Reddy, Varshini, et al.
Published: (2024)
by: Reddy, Varshini, et al.
Published: (2024)
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis
by: Zhang, Chao, et al.
Published: (2024)
by: Zhang, Chao, et al.
Published: (2024)
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents
by: Deng, Shihan, et al.
Published: (2024)
by: Deng, Shihan, et al.
Published: (2024)
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking
by: Magomere, Jabez, et al.
Published: (2025)
by: Magomere, Jabez, et al.
Published: (2025)
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
by: Yao, Jing, et al.
Published: (2024)
by: Yao, Jing, et al.
Published: (2024)
AD-AGENT: A Multi-agent Framework for End-to-end Anomaly Detection
by: Yang, Tiankai, et al.
Published: (2025)
by: Yang, Tiankai, et al.
Published: (2025)
FinLLM-B: When Large Language Models Meet Financial Breakout Trading
by: Zhang, Kang, et al.
Published: (2024)
by: Zhang, Kang, et al.
Published: (2024)
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining
by: Liu, Shuqi, et al.
Published: (2024)
by: Liu, Shuqi, et al.
Published: (2024)
CaseReportBench: An LLM Benchmark Dataset for Dense Information Extraction in Clinical Case Reports
by: Zhang, Xiao Yu Cindy, et al.
Published: (2025)
by: Zhang, Xiao Yu Cindy, et al.
Published: (2025)
PAREDA: A Multi-Accent Speech Dataset of Natural Language Processing Research Discussions
by: Jin, Sicheng, et al.
Published: (2026)
by: Jin, Sicheng, et al.
Published: (2026)
FinTextQA: A Dataset for Long-form Financial Question Answering
by: Chen, Jian, et al.
Published: (2024)
by: Chen, Jian, et al.
Published: (2024)
Zodiac: A Cardiologist-Level LLM Framework for Multi-Agent Diagnostics
by: Zhou, Yuan, et al.
Published: (2024)
by: Zhou, Yuan, et al.
Published: (2024)
STED and Consistency Scoring: A Framework for Evaluating LLM Structured Output Reliability
by: Wang, Guanghui, et al.
Published: (2025)
by: Wang, Guanghui, et al.
Published: (2025)
MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents
by: Zhu, Kunlun, et al.
Published: (2025)
by: Zhu, Kunlun, et al.
Published: (2025)
General Agentic Memory Via Deep Research
by: Yan, B. Y., et al.
Published: (2025)
by: Yan, B. Y., et al.
Published: (2025)
MUG-Eval: A Proxy Evaluation Framework for Multilingual Generation Capabilities in Any Language
by: Song, Seyoung, et al.
Published: (2025)
by: Song, Seyoung, et al.
Published: (2025)
SciQAG: A Framework for Auto-Generated Science Question Answering Dataset with Fine-grained Evaluation
by: Wan, Yuwei, et al.
Published: (2024)
by: Wan, Yuwei, et al.
Published: (2024)
ReportLogic: Evaluating Logical Quality in Deep Research Reports
by: Zhao, Jujia, et al.
Published: (2026)
by: Zhao, Jujia, et al.
Published: (2026)
Learn to Disguise: Avoid Refusal Responses in LLM's Defense via a Multi-agent Attacker-Disguiser Game
by: Xu, Qianqiao, et al.
Published: (2024)
by: Xu, Qianqiao, et al.
Published: (2024)
ConsistencyChecker: Tree-based Evaluation of LLM Generalization Capabilities
by: Hong, Zhaochen, et al.
Published: (2025)
by: Hong, Zhaochen, et al.
Published: (2025)
XMark: Reliable Multi-Bit Watermarking for LLM-Generated Texts
by: Xu, Jiahao, et al.
Published: (2026)
by: Xu, Jiahao, et al.
Published: (2026)
Similar Items
-
MRScore: Evaluating Radiology Report Generation with LLM-based Reward System
by: Liu, Yunyi, et al.
Published: (2024) -
FinGen: A Dataset for Argument Generation in Finance
by: Chen, Chung-Chi, et al.
Published: (2024) -
MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting
by: Sun, Hongda, et al.
Published: (2024) -
M$^3$FinMeeting: A Multilingual, Multi-Sector, and Multi-Task Financial Meeting Understanding Evaluation Dataset
by: Zhu, Jie, et al.
Published: (2025) -
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation
by: Choi, Juhwan, et al.
Published: (2024)