Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP.
Wei DuLaksh AdvaniYashmeet GambhirDaniel J. PerryPrashant ShiralkarZhengzheng XingAaron ColakPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- document retrieval
- probabilistic model
- n gram
- language modelling
- speech recognition
- smoothing methods
- active learning
- test collection
- query expansion
- statistical language models
- natural language processing
- retrieval model
- context sensitive
- natural language
- ad hoc information retrieval
- information retrieval
- language models for information retrieval
- spoken term detection
- language modeling framework
- language model for information retrieval
- translation model
- relevance model
- pseudo relevance feedback
- vector space model
- text mining
- training set
- clustering algorithm