Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences.
Sai Dileep KoneruJian WuSarah RajtmajerPublished in: CoRR (2023)
Keyphrases
- social sciences
- language model
- case study
- bibliometric analysis
- language modeling
- computer science
- n gram
- document retrieval
- information retrieval
- probabilistic model
- language modelling
- speech recognition
- language models for information retrieval
- retrieval model
- information science
- smoothing methods
- test collection
- context sensitive
- query expansion
- real world
- language model for information retrieval
- document ranking
- vector space model
- statistical language models
- diverse fields
- physical sciences
- artificial intelligence
- document length
- social structures
- ad hoc information retrieval
- pseudo relevance feedback
- passage retrieval
- okapi bm
- improve retrieval effectiveness