Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence.
Timothy R. McIntoshTeo SusnjakTong LiuPaul A. WattersMalka N. HalgamugePublished in: CoRR (2024)
Keyphrases
- language model
- artificial intelligence
- language modeling
- document retrieval
- probabilistic model
- n gram
- speech recognition
- information retrieval
- language modelling
- generative model
- retrieval model
- language modeling framework
- ad hoc information retrieval
- test collection
- language model for information retrieval
- smoothing methods
- context sensitive
- query expansion
- vector space model
- mixture model
- document ranking
- query specific
- query terms
- statistical language models
- language models for information retrieval
- relevance model
- dependency structure
- natural language processing