DCU at SemEval-2023 Task 10: A Comparative Analysis of Encoder-only and Decoder-only Language Models with Insights into Interpretability.
Kanishk VermaKolawole AdebayoJoachim WagnerBrian DavisPublished in: SemEval@ACL (2023)
Keyphrases
- language model
- decoding process
- video codec
- distributed video coding
- error control
- low complexity
- language modeling
- noisy channel
- wyner ziv
- n gram
- rate distortion
- successive approximation
- wyner ziv video coding
- document retrieval
- probabilistic model
- language modelling
- retrieval model
- distributed source coding
- speech recognition
- query expansion
- video coding
- test collection
- context sensitive
- information retrieval
- bit rate
- prediction accuracy
- motion estimation
- pseudo relevance feedback
- vector space model
- turbo codes
- smoothing methods
- ad hoc information retrieval
- language models for information retrieval
- video quality
- word sense disambiguation
- statistical language models
- document ranking
- query terms
- language model for information retrieval
- term dependencies
- relevance model