Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval.
Uri AlonFrank F. XuJunxian HeSudipta SenguptaDan RothGraham NeubigPublished in: ICML (2022)
Keyphrases
- language modeling
- retrieval model
- query expansion
- language model
- information retrieval
- document retrieval
- information retrieval systems
- expert finding
- test collection
- document length
- trec collections
- term weighting
- relevance model
- retrieval effectiveness
- statistical language modeling
- statistical language models
- retrieval systems
- cross lingual
- ad hoc information retrieval
- pseudo feedback
- text retrieval
- language models for information retrieval
- relevance feedback
- probabilistic model
- term dependencies
- language modeling approaches
- vector space
- sentence retrieval
- vector space model
- user queries
- neural network
- jelinek mercer
- term frequency
- query specific
- original query
- query terms
- n gram
- smoothing methods
- word segmentation
- trec test collections
- improvements in retrieval effectiveness
- tf idf
- document collections
- information extraction