Evaluating LLMs' Mathematical Reasoning in Financial Document Question Answering.
Pragya SrivastavaManuj MalikVivek GuptaTanuja GanuDan RothPublished in: ACL (Findings) (2024)
Keyphrases
- question answering
- passage retrieval
- information retrieval
- text summarization
- answering questions
- named entities
- candidate answers
- document collections
- natural language processing
- question answering systems
- natural language questions
- question classification
- qa clef
- natural language
- information extraction
- cross language
- information retrieval systems
- text documents
- knowledge representation
- web documents
- document retrieval
- syntactic information
- sentence retrieval
- document clustering
- machine learning
- open domain question answering
- semantic roles
- retrieval systems
- tf idf
- sql queries
- document classification
- answer validation
- semantic information