CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery.
Xiaoshuai SongMuxi DiaoGuanting DongZhengyang WangYujia FuRunqi QiaoZhexu WangDayuan FuHuangxuan WuBin LiangWeihao ZengYejie WangZhuoma GongqueJianing YuQiuna TanWeiran XuPublished in: CoRR (2024)
Keyphrases
- language model
- computer science
- language modeling
- document retrieval
- n gram
- probabilistic model
- speech recognition
- test collection
- language modelling
- information retrieval
- retrieval model
- query expansion
- machine learning
- statistical language models
- pseudo relevance feedback
- smoothing methods
- context sensitive
- ad hoc information retrieval
- vector space model
- translation model
- introductory programming courses
- retrieval effectiveness
- language models for information retrieval
- query terms
- query specific
- term dependencies
- data mining
- introductory programming
- okapi bm
- language model for information retrieval