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Utilizing Large Language Models to Generate Synthetic Data to Increase the Performance of BERT-Based Neural Networks.
Chancellor R. Woolsey
Prakash Bisht
Joshua M. Rothman
Gondy Leroy
Published in:
CoRR (2024)
Keyphrases
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synthetic data
language model
neural network
language modeling
n gram
probabilistic model
information retrieval
document retrieval
retrieval model
statistical language models
language modelling
pattern recognition
speech recognition
query expansion
data sets
test collection
real image data
real world
language models for information retrieval
ad hoc information retrieval
document ranking
relevance model
vector space model
retrieval effectiveness
query terms
pseudo relevance feedback
synthetic datasets
smoothing methods
document length
context sensitive
machine learning