RAG vs. Long Context: Examining Frontier Large Language Models for Environmental Review Document Comprehension.
Hung PhanAnurag AcharyaSarthak ChaturvediShivam SharmaMike ParkerDan NallyAli JannesariKarl PazdernikMahantesh HalappanavarSai MunikotiSameera HorawalavithanaPublished in: CoRR (2024)
Keyphrases
- language model
- document retrieval
- document ranking
- context sensitive
- language modeling
- ad hoc information retrieval
- vector space model
- document representation
- information retrieval
- n gram
- document length
- query terms
- speech recognition
- relevance model
- probabilistic model
- probabilistic retrieval models
- retrieval model
- language modelling
- query expansion
- language model for information retrieval
- language modeling approaches
- word clouds
- document level
- statistical language models
- query specific
- language models for information retrieval
- passage retrieval
- pseudo relevance feedback
- context dependent
- document clustering
- okapi bm
- document collections
- test collection
- retrieval systems
- web documents
- inter document similarities
- retrieved documents