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