PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain.
Liang ChenYichi ZhangShuhuai RenHaozhe ZhaoZefan CaiYuchi WangPeiyi WangXiangdi MengTianyu LiuBaobao ChangPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- principal component analysis
- language modelling
- document retrieval
- speech recognition
- probabilistic model
- query expansion
- information retrieval
- retrieval model
- n gram
- smoothing methods
- test collection
- multi modal
- statistical language models
- translation model
- pseudo relevance feedback
- dimensionality reduction
- ad hoc information retrieval
- feature extraction
- multimedia
- query terms
- machine learning
- context sensitive
- okapi bm
- text mining
- language models for information retrieval
- language model for information retrieval
- audio visual
- document ranking
- high dimensional
- mirror neurons
- k means