Evaluating Large Language Models for Document-grounded Response Generation in Information-Seeking Dialogues.
Norbert BraunschweilerRama DoddipatlaSimon KeizerSvetlana StoyanchevPublished in: CoRR (2023)
Keyphrases
- information seeking
- language model
- information retrieval
- document ranking
- document retrieval
- language modeling
- document length
- relevance assessments
- vector space model
- ad hoc information retrieval
- query terms
- n gram
- document level
- language modeling approaches
- search tasks
- test collection
- retrieval model
- query expansion
- document collections
- information retrieval systems
- relevance model
- passage retrieval
- query specific
- probabilistic model
- relevant documents
- learning to rank
- information resources
- language modeling framework
- smoothing methods
- retrieval effectiveness
- term dependencies
- tf idf
- retrieval systems
- search sessions
- user queries
- language models for information retrieval
- okapi bm
- language modelling
- question answering
- search behavior
- retrieved documents
- group members
- web search engines
- translation model
- web documents
- pseudo relevance feedback
- inter document similarities
- text mining
- term frequency
- information extraction