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