LinkBERT: Pretraining Language Models with Document Links.
Michihiro YasunagaJure LeskovecPercy LiangPublished in: ACL (1) (2022)
Keyphrases
- language model
- document retrieval
- document ranking
- document length
- ad hoc information retrieval
- document representation
- language modeling
- information retrieval
- vector space model
- query terms
- n gram
- passage retrieval
- document level
- language modeling approaches
- retrieval model
- word clouds
- speech recognition
- probabilistic model
- relevance model
- test collection
- language modelling
- query expansion
- query specific
- okapi bm
- language modeling framework
- language model for information retrieval
- retrieval systems
- smoothing methods
- statistical language models
- term dependencies
- probabilistic retrieval models
- pseudo feedback
- link structure
- context sensitive
- tf idf
- text documents
- relevant documents
- language models for information retrieval
- document collections
- pseudo relevance feedback
- text retrieval
- inter document similarities
- information retrieval systems
- web documents
- document similarity
- term weighting
- retrieved documents
- keywords
- ad hoc retrieval
- semantic information
- translation model