BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP.
Mohsinul KabirMohammed Saidul IslamMd. Tahmid Rahman LaskarMir Tafseer NayeemM. Saiful BariEnamul HoquePublished in: CoRR (2023)
Keyphrases
- comprehensive evaluation
- language model
- named entity recognition
- natural language processing
- named entities
- statistical machine translation
- language modeling
- machine translation
- n gram
- information extraction
- document retrieval
- information retrieval
- probabilistic model
- systematic evaluation
- question answering
- speech recognition
- language modelling
- cross language
- test collection
- natural language
- retrieval model
- statistical language models
- part of speech
- text mining
- query expansion
- text summarization
- context sensitive
- language models for information retrieval
- smoothing methods
- ad hoc information retrieval
- pseudo relevance feedback
- translation model
- language processing
- vector space model
- query terms
- co occurrence
- machine translation system
- document ranking
- machine learning
- cross language retrieval
- wordnet
- multiword
- query specific
- term dependencies
- document collections
- semi supervised
- language model for information retrieval