How to Use Large Language Models for Text Coding: The Case of Fatherhood Roles in Public Policy Documents.
Lorenzo LupoOscar MagnussonDirk HovyElin NaurinLena WängnerudPublished in: CoRR (2023)
Keyphrases
- language model
- information retrieval
- document level
- document retrieval
- ad hoc information retrieval
- language modeling
- document ranking
- vector space model
- public policy
- query terms
- text retrieval
- document representation
- multiword
- retrieval model
- n gram
- query expansion
- text documents
- test collection
- language modeling approaches
- relevance model
- statistical language models
- probabilistic model
- relevant documents
- keywords
- query specific
- smoothing methods
- web documents
- information retrieval systems
- text collections
- document structure
- term dependencies
- document analysis
- pseudo relevance feedback
- document collections
- passage retrieval
- language models for information retrieval
- text mining
- semantic information
- e government
- information technology
- retrieved documents
- information extraction
- translation model
- policy makers
- sentence level
- question answering
- retrieval effectiveness
- improve retrieval effectiveness
- document clustering