Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models.
Louis AbrahamCharles ArnalAntoine MariePublished in: CoRR (2024)
Keyphrases
- language model
- social sciences
- information retrieval
- language modeling
- n gram
- probabilistic model
- computer science
- language modelling
- document level
- query expansion
- test collection
- text retrieval
- document retrieval
- retrieval model
- keywords
- speech recognition
- context sensitive
- statistical language models
- multiword
- smoothing methods
- document ranking
- text mining
- vector space model
- language models for information retrieval
- diverse fields
- physical sciences
- translation model
- retrieval effectiveness
- query terms
- metadata
- okapi bm
- document analysis
- relevance model
- digital libraries
- search engine
- improve retrieval effectiveness
- ad hoc information retrieval
- artificial intelligence