What should be encoded by position embedding for neural network language models?
Shuiyuan YuZihao ZhangHaitao LiuPublished in: Nat. Lang. Eng. (2024)
Keyphrases
- language model
- neural network
- language modeling
- document retrieval
- probabilistic model
- n gram
- speech recognition
- retrieval model
- language modelling
- test collection
- information retrieval
- query expansion
- context sensitive
- statistical language models
- vector space model
- ad hoc information retrieval
- pseudo relevance feedback
- query terms
- language model for information retrieval
- language models for information retrieval
- relevance model
- word error rate
- pattern recognition
- smoothing methods
- term dependencies
- document length
- document ranking
- keywords
- knn
- text classification
- language modeling approaches
- vector space