Regularizing and Optimizing LSTM Language Models.

Stephen Merity Nitish Shirish Keskar Richard Socher

Published in: CoRR (2017)

Keyphrases

language model
language modeling
probabilistic model
n gram
speech recognition
document retrieval
language modelling
information retrieval

retrieval model
query expansion
test collection
context sensitive
ad hoc information retrieval
smoothing methods
recurrent neural networks
statistical language models

pseudo relevance feedback
word error rate
query terms
vector space model
document ranking
okapi bm
language model for information retrieval

machine learning
relevance model
topic models
knn
document length
decision trees
language models for information retrieval