The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations.
Vipula RawteSwagata ChakrabortyAgnibh PathakAnubhav SarkarS. M. Towhidul Islam TonmoyAman ChadhaAmit P. ShethAmitava DasPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- probabilistic model
- n gram
- document retrieval
- test collection
- statistical language models
- retrieval model
- language modelling
- information retrieval
- speech recognition
- query expansion
- ad hoc information retrieval
- pseudo relevance feedback
- document ranking
- language models for information retrieval
- vector space model
- smoothing methods
- context sensitive
- relevance model
- text retrieval
- definitional question answering
- passage retrieval
- machine learning
- retrieval effectiveness
- active learning