DeCo: Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models.
Linli YaoLei LiShuhuai RenLean WangYuanxin LiuXu SunLu HouPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- probabilistic model
- document retrieval
- retrieval model
- n gram
- high level
- speech recognition
- language modelling
- test collection
- information retrieval
- statistical language models
- context sensitive
- smoothing methods
- query terms
- semantic web
- query expansion
- multi modal
- relevance model
- search engine
- semantic similarity
- semantic information
- context dependent
- web search
- document ranking
- low level
- natural language
- document length
- multimedia
- okapi bm
- ad hoc information retrieval
- language models for information retrieval