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: EMNLP (2023)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- language modelling
- speech recognition
- retrieval model
- document retrieval
- information retrieval
- query expansion
- statistical language models
- context sensitive
- ad hoc information retrieval
- vector space model
- pseudo relevance feedback
- smoothing methods
- test collection
- definitional question answering
- bayesian networks
- search engine
- relevance model
- document ranking
- machine learning