PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain.
Liang ChenYichi ZhangShuhuai RenHaozhe ZhaoZefan CaiYuchi WangPeiyi WangXiangdi MengTianyu LiuBaobao ChangPublished in: ACL (Findings) (2024)
Keyphrases
- language model
- language modeling
- principal component analysis
- n gram
- probabilistic model
- document retrieval
- language modelling
- query expansion
- retrieval model
- speech recognition
- dimensionality reduction
- context sensitive
- multi modal
- test collection
- information retrieval
- language models for information retrieval
- statistical language models
- ad hoc information retrieval
- pseudo relevance feedback
- relevance model
- query terms
- vector space model
- document ranking
- feature extraction
- language model for information retrieval
- retrieval effectiveness
- low dimensional
- collaborative filtering
- machine learning
- spoken term detection