From Earnings Calls to Investment Reports: Evaluating Role-based Multi-Agent LLM Systems
Ranjan Satapathy, Raphael Liew, Joyjit Chattorj, Erik Cambria, Rick Goh
- Anthology ID:
- 2025.finnlp-2.19
- Volume:
- Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing
- Month:
- November
- Year:
- 2025
- Address:
- Suzhou, China
- Editors:
- Chung-Chi Chen, Genta Indra Winata, Stephen Rawls, Anirban Das, Hsin-Hsi Chen, Hiroya Takamura
- Venue:
- FinNLP
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 258–267
- Language:
- URL:
- https://preview.aclanthology.org/ingest-emnlp/2025.finnlp-2.19/
- DOI:
- Cite (ACL):
- Ranjan Satapathy, Raphael Liew, Joyjit Chattorj, Erik Cambria, and Rick Goh. 2025. From Earnings Calls to Investment Reports: Evaluating Role-based Multi-Agent LLM Systems. In Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing, pages 258–267, Suzhou, China. Association for Computational Linguistics.
- Cite (Informal):
- From Earnings Calls to Investment Reports: Evaluating Role-based Multi-Agent LLM Systems (Satapathy et al., FinNLP 2025)
- PDF:
- https://preview.aclanthology.org/ingest-emnlp/2025.finnlp-2.19.pdf