Mitigating Shortcuts in Language Models with Soft Label Encoding.
Zirui HeHuiqi DengHaiyan ZhaoNinghao LiuMengnan DuPublished in: LREC/COLING (2024)
Keyphrases
- language model
- language modeling
- n gram
- document retrieval
- retrieval model
- probabilistic model
- information retrieval
- speech recognition
- context sensitive
- statistical language models
- language modelling
- query expansion
- test collection
- ad hoc information retrieval
- multi label
- document length
- class labels
- okapi bm
- query terms
- smoothing methods
- pseudo relevance feedback
- vector space model
- passage retrieval
- document ranking
- retrieval effectiveness
- text mining
- active learning
- search engine