Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models.
Raymond FokNedim LipkaTong SunAlexa F. SiuPublished in: CoRR (2024)
Keyphrases
- language model
- information foraging
- document retrieval
- document ranking
- document collections
- information retrieval
- document length
- ad hoc information retrieval
- document representation
- language modeling
- query terms
- vector space model
- document level
- retrieval model
- language modeling approaches
- test collection
- social search
- n gram
- relevance model
- passage retrieval
- probabilistic model
- query specific
- language modeling framework
- cognitive architecture
- language modelling
- language models for information retrieval
- information retrieval systems
- query expansion
- document set
- relevant documents
- information seeking
- smoothing methods
- okapi bm
- tf idf
- pseudo relevance feedback
- retrieved documents
- collective intelligence
- term frequency
- decision making
- data mining
- retrieval effectiveness
- inter document similarities
- keywords
- information extraction
- cross language information retrieval
- document clustering
- retrieval systems
- text classification