An Introduction to Vision-Language Modeling.
Florian BordesRichard Yuanzhe PangAnurag AjayAlexander C. LiAdrien BardesSuzanne PetrykOscar MañasZhiqiu LinAnas MahmoudBargav JayaramanMark IbrahimMelissa HallYunyang XiongJonathan LebensoldCandace RossSrihari JayakumarChuan GuoDiane BouchacourtHaider Al-TahanKarthik PadtheVasu SharmaHu XuXiaoqing Ellen TanMegan RichardsSamuel LavoiePietro AstolfiReyhane Askari HemmatJun ChenKushal TirumalaRim AssouelMazda MoayeriArjang TalattofKamalika ChaudhuriZechun LiuXilun ChenQuentin GarridoKaren UllrichAishwarya AgrawalKate SaenkoAsli CelikyilmazVikas ChandraPublished in: CoRR (2024)
Keyphrases
- language modeling
- language model
- information retrieval
- query expansion
- retrieval model
- probabilistic model
- n gram
- cross lingual
- statistical language models
- relevance model
- improvements in retrieval effectiveness
- text classification
- language modeling approaches
- trec collections
- document retrieval
- test collection
- word segmentation
- translation model
- query terms
- term weighting schemes
- principal component analysis