Transformer Language Models without Positional Encodings Still Learn Positional Information.
Adi HavivOri RamOfir PressPeter IzsakOmer LevyPublished in: EMNLP (Findings) (2022)
Keyphrases
- positional information
- language model
- language modeling
- document retrieval
- n gram
- information retrieval
- probabilistic model
- speech recognition
- language modelling
- position information
- statistical language models
- retrieval model
- smoothing methods
- query expansion
- test collection
- translation model
- language models for information retrieval
- vector space model
- context sensitive
- object recognition
- decision trees
- ad hoc information retrieval
- planar surfaces
- pseudo relevance feedback
- document ranking
- bayesian networks
- okapi bm
- search engine