Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models.
James Y. HuangKuan-Hao HuangKai-Wei ChangPublished in: CoRR (2021)
Keyphrases
- language model
- pre trained
- language modeling
- natural language
- document level
- n gram
- probabilistic model
- document retrieval
- dependency structure
- speech recognition
- language modelling
- retrieval model
- training data
- sentence retrieval
- context sensitive
- query expansion
- test collection
- information retrieval
- training examples
- smoothing methods
- language models for information retrieval
- statistical language models
- neural network
- control signals
- sentence level
- relevance model
- vector space model
- document ranking
- low dimensional
- pseudo relevance feedback
- feature space
- semantic information
- small number
- hidden markov models
- natural language processing
- dimensionality reduction
- bayesian networks
- vector space