financial document

A Multistage Extraction Pipeline for Long Scanned Financial Documents: An Empirical Study in Industrial KYC Workflows ACL 2026 Synthesizing question answering data from financial documents: An End-to-End Multi-Agent Approach EACL 2026 GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025 Hierarchical Retrieval with Evidence Curation for Open-Domain Financial Question Answering on Standardized Documents ACL 2025 The Financial Document Causality Detection Shared Task (FinCausal 2025) COLING 2025 VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding EMNLP 2025 DocFinQA: A Long-Context Financial Reasoning Dataset ACL 2024 Evaluating LLMs’ Mathematical Reasoning in Financial Document Question Answering ACL 2024 FinDVer: Explainable Claim Verification over Long and Hybrid-content Financial Documents EMNLP 2024 Fine-tuning Smaller Language Models for Question Answering over Financial Documents EMNLP 2024 Greenback Bears and Fiscal Hawks: Finance is a Jungle and Text Embeddings Must Adapt EMNLP 2024 Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024 BUSTER: a “BUSiness Transaction Entity Recognition” dataset EMNLP 2023 GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models AACL 2023 Nearest Neighbor Search over Vectorized Lexico-Syntactic Patterns for Relation Extraction from Financial Documents EMNLP 2023 ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts EMNLP 2022 Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents EACL 2021 AMEX AI-Labs: An Investigative Study on Extractive Summarization of Financial Documents COLING 2020 DNLP@FinTOC’20: Table of Contents Detection in Financial Documents COLING 2020 GBe at FinCausal 2020, Task 2: Span-based Causality Extraction for Financial Documents COLING 2020 JDD @ FinCausal 2020, Task 2: Financial Document Causality Detection COLING 2020 The Financial Document Causality Detection Shared Task (FinCausal 2020) COLING 2020 The Financial Document Structure Extraction Shared task (FinToc 2020) COLING 2020 Beyond Polarity: Interpretable Financial Sentiment Analysis with Hierarchical Query-driven Attention IJCAI 2018