Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing
Chung-Chi Chen, Genta Indra Winata, Stephen Rawls, Anirban Das, Hsin-Hsi Chen, Hiroya Takamura (Editors)
26 papers (100% with DOI) · 128 unique authors (31% verified with ORCID)
- Anthology ID:
- 2025.finnlp-2
- Month:
- November
- Year:
- 2025
- Address:
- Suzhou, China
- Venues:
- FinNLP | WS
- Events:
- The 2025 Conference on Empirical Methods in Natural Language Processing | Financial Technology and Natural Language Processing (2025) | Other Workshops and Events (2025)
- SIG:
- SIGFinTech
- Publisher:
- Association for Computational Linguistics
- URL:
- https://aclanthology.org/2025.finnlp-2/
- DOI:
- 10.18653/v1/2025.finnlp-2
- PDF:
- https://aclanthology.org/2025.finnlp-2.pdf
Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing
Chung-Chi Chen | Genta Indra Winata | Stephen Rawls | Anirban Das | Hsin-Hsi Chen | Hiroya Takamura
Chung-Chi Chen | Genta Indra Winata | Stephen Rawls | Anirban Das | Hsin-Hsi Chen | Hiroya Takamura
LLM as a Guide: an Approach for Unsupervised Economic Relation Discovery in Administrative Documents
Thomas Sebbag | Solen Quiniou | Emmanuel Morin
Thomas Sebbag | Solen Quiniou | Emmanuel Morin
Zero-Shot Extraction of Stock Relationship Graphs with LLMs
Hao Zhou | Luis Felipe Costa Sperb | Tiejun Ma
Hao Zhou | Luis Felipe Costa Sperb | Tiejun Ma
Enhancing Financial RAG with Agentic AI and Multi-HyDE: A Novel Approach to Knowledge Retrieval and Hallucination Reduction
Ryan George | Akshay Govind Srinivasan | Jayden Koshy Joe | Harshith M R | Vijayavallabh J | Hrushikesh Kant | Rahul Vimalkanth | Sachin S | Sudharshan Suresh
Ryan George | Akshay Govind Srinivasan | Jayden Koshy Joe | Harshith M R | Vijayavallabh J | Hrushikesh Kant | Rahul Vimalkanth | Sachin S | Sudharshan Suresh
StockGenChaR: A Study on the Evaluation of Large Vision-Language Models on Stock Chart Captioning
Le Qiu | Emmanuele Chersoni
Le Qiu | Emmanuele Chersoni
FinEval-KR: A Financial Domain Evaluation Framework for Large Language Models’ Knowledge and Reasoning
Shaoyu Dou | Yutian Shen | Mofan Chen | Zixuan Wang | Jiajie Xu | Qi Guo | Kailai Shao | Chao Chen | Haixiang Hu | Haibo Shi | Min Min | Liwen Zhang
Shaoyu Dou | Yutian Shen | Mofan Chen | Zixuan Wang | Jiajie Xu | Qi Guo | Kailai Shao | Chao Chen | Haixiang Hu | Haibo Shi | Min Min | Liwen Zhang
Towards Efficient FinBERT via Quantization and Coreset for Financial Sentiment Analysis
Avinash Kumar Sharma | Aisha Hamad Hassan | Tushar Shinde
Avinash Kumar Sharma | Aisha Hamad Hassan | Tushar Shinde
LAVA: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing
Ruoqi Shu | Xuhui Wang | Isaac Wang | Yanming Mai | Bo Wan
Ruoqi Shu | Xuhui Wang | Isaac Wang | Yanming Mai | Bo Wan
FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning
Natapong Nitarach | Warit Sirichotedumrong | Panop Pitchayarthorn | Pittawat Taveekitworachai | Potsawee Manakul | Kunat Pipatanakul
Natapong Nitarach | Warit Sirichotedumrong | Panop Pitchayarthorn | Pittawat Taveekitworachai | Potsawee Manakul | Kunat Pipatanakul
Assessing RAG System Capabilities on Financial Documents
Oscar Lithgow-Serrano | David Kletz | Vani Kanjirangat | David Adametz | Marzio Lunghi | Claudio Bonesana | Matilde Tristany-Farinha | Yuntao Li | Detlef Repplinger | Marco Pierbattista | Stefania Stan | Oleg Szehr
Oscar Lithgow-Serrano | David Kletz | Vani Kanjirangat | David Adametz | Marzio Lunghi | Claudio Bonesana | Matilde Tristany-Farinha | Yuntao Li | Detlef Repplinger | Marco Pierbattista | Stefania Stan | Oleg Szehr
Do Companies Reveal Their Own Fraud? - A Novel Data Set for Fraud Detection Based on 10-K Reports
Moustafa Amin | Matthias Aßenmacher
Moustafa Amin | Matthias Aßenmacher
Synthesizing Behaviorally-Grounded Reasoning Chains: A Data-Generation Framework for Personal Finance LLMs
Akhil Theerthala
Akhil Theerthala
Detecting Evasive Answers in Financial Q&A: A Psychological Discourse Taxonomy and Lightweight Baselines
Khaled Al Nuaimi | Gautier Marti | Alexis Marchal | Andreas Henschel
Khaled Al Nuaimi | Gautier Marti | Alexis Marchal | Andreas Henschel
Enhancing Post Earnings Announcement Drift Measurement with Large Language Models
Samuel Hadlock | Jesse Roberts | Joohun Lee
Samuel Hadlock | Jesse Roberts | Joohun Lee
Natural Language Inference as a Judge: Detecting Factuality and Causality Issues in Language Model Self-Reasoning for Financial Analysis
Yilin Wu | Han Yuan | Li Zhang | Zheng Ma
Yilin Wu | Han Yuan | Li Zhang | Zheng Ma
SEC-QA: A Systematic Evaluation Corpus for Financial QA
Viet Lai | Michael Krumdick | Charles Lovering | Varshini Reddy | Craig Schmidt | Chris Tanner
Viet Lai | Michael Krumdick | Charles Lovering | Varshini Reddy | Craig Schmidt | Chris Tanner
A Self-Improving Method for Generating Descriptions of Financial Data Quality Grading Using LLMs
Yang Zhao | Yohei Ikawa | Bishwaranjan Bhattacharjee
Yang Zhao | Yohei Ikawa | Bishwaranjan Bhattacharjee
Earnings2Insights: Analyst Report Generation for Investment Guidance
Takehiro Takayanagi | Tomas Goldsack | Kiyoshi Izumi | Chenghua Lin | Hiroya Takamura | Chung-Chi Chen
Takehiro Takayanagi | Tomas Goldsack | Kiyoshi Izumi | Chenghua Lin | Hiroya Takamura | Chung-Chi Chen
Beyond Summaries: Multi-Agent Generation of Investment Reports with Text, Tables, and Charts
Weijie Yang | Junbo Peng
Weijie Yang | Junbo Peng
From Earnings Calls to Investment Reports: Evaluating Role-based Multi-Agent LLM Systems
Ranjan Satapathy | Raphael Liew | Joyjit Chattorj | Erik Cambria | Rick Goh
Ranjan Satapathy | Raphael Liew | Joyjit Chattorj | Erik Cambria | Rick Goh
FinDebate: Multi-Agent Collaborative Intelligence for Financial Analysis
Tianshi Cai | Guanxu Li | Nijia Han | Ce Huang | Zimu Wang | Changyu Zeng | Yuqi Wang | Jingshi Zhou | Haiyang Zhang | Qi Chen | Yushan Pan | Shuihua Wang | Wei Wang
Tianshi Cai | Guanxu Li | Nijia Han | Ce Huang | Zimu Wang | Changyu Zeng | Yuqi Wang | Jingshi Zhou | Haiyang Zhang | Qi Chen | Yushan Pan | Shuihua Wang | Wei Wang
Structured Adversarial Synthesis: A Multi-Agent Framework for Generating Persuasive Financial Analysis from Earnings Call Transcripts
Saisab Sadhu | Biswajit Patra | Tanmay Basu
Saisab Sadhu | Biswajit Patra | Tanmay Basu
Meta Prompting for Analyst Report Generation: Turning Earnings Calls into Investment Guidance
Pulkit Chatwal | Mann Bajpai | Priyanshu Deswal | Harish Pratap Singh | Santosh Kumar Mishra
Pulkit Chatwal | Mann Bajpai | Priyanshu Deswal | Harish Pratap Singh | Santosh Kumar Mishra
LangKG at the FinNLP 2025 - Earnings2Insights: Task-Adaptive LLMs To Generate Human-Persuasive Investment Reports
Shivika Prasanna | Hui Su
Shivika Prasanna | Hui Su
Jetsons at the FinNLP-2025 - Earnings2Insights: Persuasive Investment Report Generation Using Single And Multi-Agent Frameworks
Parag Dakle | Sai Krishna Rallabandi | Nikhi Kohli | Khyati Morparia | Ojas Raundale | Preethi Raghavan
Parag Dakle | Sai Krishna Rallabandi | Nikhi Kohli | Khyati Morparia | Ojas Raundale | Preethi Raghavan