Probing Multimodal Large Language Models for Global and Local Semantic Representations.
Mingxu TaoQuzhe HuangKun XuLiwei ChenYansong FengDongyan ZhaoPublished in: LREC/COLING (2024)
Keyphrases
- language model
- semantic representations
- language modeling
- n gram
- semantic representation
- document retrieval
- natural language understanding
- probabilistic model
- query expansion
- retrieval model
- information retrieval
- test collection
- cross modal
- relevance model
- vector space model
- smoothing methods
- semantic space
- multimedia
- semantic features
- text retrieval
- semantic matching
- multi modal
- knowledge representation