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)
- Anthology ID:
- 2025.finnlp-2
- Month:
- November
- Year:
- 2025
- Address:
- Suzhou, China
- Venue:
- FinNLP
- SIG:
- 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
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Zero-Shot Extraction of Stock Relationship Graphs with LLMs
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Enhancing Financial RAG with Agentic AI and Multi-HyDE: A Novel Approach to Knowledge Retrieval and Hallucination Reduction
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StockGenChaR: A Study on the Evaluation of Large Vision-Language Models on Stock Chart Captioning
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FinEval-KR: A Financial Domain Evaluation Framework for Large Language Models’ Knowledge and Reasoning
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Towards Efficient FinBERT via Quantization and Coreset for Financial Sentiment Analysis
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LAVA: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing
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FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning
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Assessing RAG System Capabilities on Financial Documents
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Synthesizing Behaviorally-Grounded Reasoning Chains: A Data-Generation Framework for Personal Finance LLMs
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Natural Language Inference as a Judge: Detecting Factuality and Causality Issues in Language Model Self-Reasoning for Financial Analysis
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SEC-QA: A Systematic Evaluation Corpus for Financial QA
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A Self-Improving Method for Generating Descriptions of Financial Data Quality Grading Using LLMs
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Earnings2Insights: Analyst Report Generation for Investment Guidance
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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
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From Earnings Calls to Investment Reports: Evaluating Role-based Multi-Agent LLM Systems
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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
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Structured Adversarial Synthesis: A Multi-Agent Framework for Generating Persuasive Financial Analysis from Earnings Call Transcripts
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Meta Prompting for Analyst Report Generation: Turning Earnings Calls into Investment Guidance
Pulkit Chatwal | Mann Bajpai | Priyanshu Deswal | Harish Pratap Singh | Santosh Kumar Mishra
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LangKG at the FinNLP 2025 - Earnings2Insights: Task-Adaptive LLMs To Generate Human-Persuasive Investment Reports
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Jetsons at the FinNLP-2025 - Earnings2Insights: Persuasive Investment Report Generation Using Single And Multi-Agent Frameworks
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