Where Does Linguistic Information Emerge in Neural Language Models? Measuring Gains and Contributions across Layers.
Jenny KunzMarco KuhlmannPublished in: COLING (2022)
Keyphrases
- language model
- linguistic information
- multiword
- language modeling
- n gram
- structural information
- linguistic features
- part of speech
- test collection
- semantic information
- probabilistic model
- information retrieval
- retrieval model
- document retrieval
- context sensitive
- query expansion
- translation model
- relevance model
- retrieval effectiveness
- document representation
- vector space model
- domain knowledge
- pseudo relevance feedback
- wordnet