WordTies: Measuring Word Associations in Language Models via Constrained Sampling.
Peiran YaoTobias RenwickDenilson BarbosaPublished in: EMNLP (Findings) (2022)
Keyphrases
- language model
- n gram
- translation model
- language modeling
- word error rate
- out of vocabulary
- statistical language modeling
- word clouds
- retrieval model
- multiword
- document retrieval
- query expansion
- probabilistic model
- information retrieval
- test collection
- language modelling
- ad hoc information retrieval
- speech recognition
- statistical language models
- smoothing methods
- language independent
- co occurrence
- document level
- association rules
- word segmentation
- language models for information retrieval
- spoken term detection
- context sensitive
- relevance model
- vector space model
- document ranking
- okapi bm
- term weighting
- query terms