Papers
Earnings2Insights: Analyst Report Generation for Investment Guidance
Takehiro Takayanagi, Tomas Goldsack, Kiyoshi Izumi et al.
A Self-Improving Method for Generating Descriptions of Financial Data Quality Grading Using LLMs
Yang Zhao, Yohei Ikawa, Bishwaranjan Bhattacharjee
SEC-QA: A Systematic Evaluation Corpus for Financial QA
Viet Lai, Michael Krumdick, Charles Lovering et al.
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 et al.
Enhancing Post Earnings Announcement Drift Measurement with Large Language Models
Samuel Hadlock, Jesse Roberts, Joohun Lee
Detecting Evasive Answers in Financial Q&A: A Psychological Discourse Taxonomy and Lightweight Baselines
Khaled Al Nuaimi, Gautier Marti, Alexis Marchal et al.
Do Companies Reveal Their Own Fraud? - A Novel Data Set for Fraud Detection Based on 10-K Reports
Moustafa Amin, Matthias Aßenmacher
Assessing RAG System Capabilities on Financial Documents
Oscar Lithgow-Serrano, David Kletz, Vani Kanjirangat et al.
FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning
Natapong Nitarach, Warit Sirichotedumrong, Panop Pitchayarthorn et al.
LAVA: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing
Ruoqi Shu, Xuhui Wang, Isaac Wang et al.
Towards Efficient FinBERT via Quantization and Coreset for Financial Sentiment Analysis
Avinash Kumar Sharma, Aisha Hamad Hassan, Tushar Shinde
FinEval-KR: A Financial Domain Evaluation Framework for Large Language Models’ Knowledge and Reasoning
Shaoyu Dou, Yutian Shen, Mofan Chen et al.
StockGenChaR: A Study on the Evaluation of Large Vision-Language Models on Stock Chart Captioning
Le Qiu, Emmanuele Chersoni
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 et al.
Zero-Shot Extraction of Stock Relationship Graphs with LLMs
Hao Zhou, Luis Felipe Costa Sperb, Tiejun Ma
LLM as a Guide: an Approach for Unsupervised Economic Relation Discovery in Administrative Documents
Thomas Sebbag, Solen Quiniou, Emmanuel Morin
SeCoRel: Multilingual Discourse Analysis in DISRPT 2025
Sobha Lalitha Devi, Pattabhi Rk Rao, Vijay Sundar Ram
HITS at DISRPT 2025: Discourse Segmentation, Connective Detection, and Relation Classification
Souvik Banerjee, Yi Fan, Michael Strube
DeDisCo at the DISRPT 2025 Shared Task: A System for Discourse Relation Classification
Zhuoxuan Ju, Jingni Wu, Abhishek Purushothama et al.
CLaC at DISRPT 2025: Hierarchical Adapters for Cross-Framework Multi-lingual Discourse Relation Classification
Nawar Turk, Daniele Comitogianni, Leila Kosseim
DisCuT and DiscReT: MELODI at DISRPT 2025 Multilingual discourse segmentation, connective tagging and relation classification
Robin Pujol, Firmin Rousseau, Philippe Muller et al.
The DISRPT 2025 Shared Task on Elementary Discourse Unit Segmentation, Connective Detection, and Relation Classification
Chloé Braud, Amir Zeldes, Chuyuan Li et al.
Few-Shot Multilingual Coreference Resolution Using Long-Context Large Language Models
Moiz Sajid, Seemab Latif, Zuhair Zafar et al.
Few-Shot Coreference Resolution with Semantic Difficulty Metrics and In-Context Learning
Nguyen Xuan Phuc, Dang Van Thin