Emulating Human Cognitive Processes for Expert-Level Medical Question-Answering with Large Language Models.
Khushboo VermaMarina MooreStephanie WottrichKarla Robles LópezNishant AggarwalZeel BhattAagamjit SinghBradford UnroeSalah BasheerNitish SachdevaPrinka AroraHarmanjeet KaurTanupreet KaurTevon HoodAnahi MarquezTushar VarshneyNanfu DengAzaan RamaniPawanraj IshwaraMaimoona SaeedTatiana López Velarde PeñaBryan BarksdaleSushovan GuhaSatwant KumarPublished in: CoRR (2023)
Keyphrases
- question answering
- language model
- cognitive processes
- passage retrieval
- information retrieval
- cognitive process
- language modeling
- computational models
- sentence retrieval
- document retrieval
- probabilistic model
- n gram
- cognitive science
- natural language processing
- named entities
- retrieval model
- speech recognition
- information extraction
- cross language
- natural language
- query expansion
- question classification
- test collection
- computational model
- vector space model
- relevance model
- audio visual
- database systems
- machine learning
- translation model
- query terms
- text retrieval
- answer extraction
- information retrieval systems