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QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation.
Krishna Srinivasan
Karthik Raman
Anupam Samanta
Lingrui Liao
Luca Bertelli
Mike Bendersky
Published in:
CoRR (2022)
Keyphrases
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relevant documents
multistage
language model
test collection
query expansion
query intent
information retrieval
document retrieval
retrieval model
language modeling
retrieval effectiveness
document ranking
query topic
query terms
retrieval systems
pseudo relevance feedback
average precision
multi faceted
information retrieval systems
ranked list
probabilistic model
n gram
relevance model
dynamic programming
search result
query specific
relevance assessments
smoothing methods
cross domain
relevance feedback
vector space model
document collections
ad hoc retrieval
passage retrieval
language models for information retrieval
log data
optimal policy
term frequency
tf idf
user queries
cross language information retrieval
out of vocabulary
bayesian networks