ER-Test: Evaluating Explanation Regularization Methods for Language Models.
Brihi JoshiAaron ChanZiyi LiuShaoliang NieMaziar SanjabiHamed FiroozXiang RenPublished in: EMNLP (Findings) (2022)
Keyphrases
- language model
- regularization methods
- language modeling
- probabilistic model
- language modelling
- statistical language models
- n gram
- retrieval model
- edge preserving
- information retrieval
- regularization method
- mixture model
- language models for information retrieval
- inverse problems
- regularization parameter
- query expansion
- translation model
- knn
- relevance model
- total variation
- iterative methods
- multiscale
- decision trees
- clustering algorithm