conftrace_

financial analysis

33 papers

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Co-occurring keywords

large language model (13587) sentiment analysis (2084) text classification (6793) benchmark evaluation (1556) multimodal learning (4645) question answering (2963) multimodal large language model (966) retrieval-augmented generation (1592) financial benchmark (7) financial text (59)

Papers

SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities ACL 2025
VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding EMNLP 2025
Deciphering the Complaint Aspects: Towards an Aspect-Based Complaint Identification Model with Video Complaint Dataset in Finance WACV 2025
FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models COLING 2025
Attention-based Conditional Random Field for Financial Fraud Detection IJCAI 2025
FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging ICCV 2025
FinGEAR: Financial Mapping-Guided Enhanced Answer Retrieval EMNLP 2025
Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment EMNLP 2025
Financial Risk Relation Identification through Dual-view Adaptation EMNLP 2025
Can Large language model analyze financial statements well? COLING 2025
Knowledge-augmented Financial Market Analysis and Report Generation EMNLP 2024
Systematic Evaluation of Long-Context LLMs on Financial Concepts EMNLP 2024
DataTales: A Benchmark for Real-World Intelligent Data Narration EMNLP 2024
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models ACL 2024
AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework COLING 2024
Analysis of Material Facts on Financial Assets: A Generative AI Approach COLING 2024
Numerical Claim Detection in Finance: A New Financial Dataset, Weak-Supervision Model, and Market Analysis EMNLP 2024
Enhanced Financial Sentiment Analysis and Trading Strategy Development Using Large Language Models ACL 2024
LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction ACL 2024
BizBench: A Quantitative Reasoning Benchmark for Business and Finance ACL 2024
The State of the Art of Large Language Models on Chartered Financial Analyst Exams EMNLP 2024
From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset IJCNLP 2023
Forecasting Earnings Surprises from Conference Call Transcripts ACL 2023
Large Language Model Adaptation for Financial Sentiment Analysis AACL 2023
Exploring the Impact of Corpus Diversity on Financial Pretrained Language Models EMNLP 2023