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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
Michael Bendersky
Published in:
EMNLP (Industry Track) (2022)
Keyphrases
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multistage
language model
retrieval model
query intent
document retrieval
language modeling
test collection
query expansion
language models for information retrieval
information retrieval
query terms
document ranking
query topic
n gram
relevance model
multi faceted
smoothing methods
dynamic programming
probabilistic model
query specific
passage retrieval
retrieval effectiveness
search result
cross domain
information retrieval systems
pseudo relevance feedback
relevance feedback
retrieval systems
optimal policy
term frequency
tf idf
vector space model
log data
out of vocabulary
federated search
expert finding
translation model
retrieved documents
image retrieval