A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations.
Md. Tahmid Rahman LaskarSawsan AlqahtaniM. Saiful BariMizanur RahmanMohammad Abdullah Matin KhanHaidar KhanIsrat JahanAmran BhuiyanChee Wei TanMd. Rizwan ParvezEnamul HoqueShafiq JotyJimmy Xiangji HuangPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- n gram
- information retrieval
- probabilistic model
- document retrieval
- statistical language models
- language modelling
- speech recognition
- query expansion
- test collection
- retrieval model
- context sensitive
- recommender systems
- smoothing methods
- ad hoc information retrieval
- query terms
- vector space model
- pseudo relevance feedback
- spoken term detection
- language models for information retrieval
- document ranking
- relevance model
- query specific
- term dependencies
- language model for information retrieval
- language modeling approaches
- information extraction
- text mining
- translation model
- cross lingual
- user preferences
- relevant documents