Holistic Evaluation of Language Models.
Percy LiangRishi BommasaniTony LeeDimitris TsiprasDilara SoyluMichihiro YasunagaYian ZhangDeepak NarayananYuhuai WuAnanya KumarBenjamin NewmanBinhang YuanBobby YanCe ZhangChristian CosgroveChristopher D. ManningChristopher RéDiana Acosta-NavasDrew A. HudsonEric ZelikmanEsin DurmusFaisal LadhakFrieda RongHongyu RenHuaxiu YaoJue WangKeshav SanthanamLaurel J. OrrLucia ZhengMert YüksekgönülMirac SuzgunNathan KimNeel GuhaNiladri S. ChatterjiOmar KhattabPeter HendersonQian HuangRyan ChiSang Michael XieShibani SanturkarSurya GanguliTatsunori HashimotoThomas IcardTianyi ZhangVishrav ChaudharyWilliam WangXuechen LiYifan MaiYuhui ZhangYuta KoreedaPublished in: CoRR (2022)
Keyphrases
- language model
- language modeling
- probabilistic model
- document retrieval
- speech recognition
- n gram
- retrieval model
- information retrieval
- statistical language models
- query expansion
- language modelling
- context sensitive
- test collection
- language models for information retrieval
- ad hoc information retrieval
- document ranking
- query terms
- language model for information retrieval
- vector space model
- translation model
- xml retrieval
- pseudo relevance feedback
- okapi bm
- average precision
- evaluation metrics