Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding.
Sicong LengHang ZhangGuanzheng ChenXin LiShijian LuChunyan MiaoLidong BingPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- visual input
- document retrieval
- n gram
- probabilistic model
- query expansion
- retrieval model
- information retrieval
- speech recognition
- test collection
- language model for information retrieval
- statistical language models
- language modelling
- low level
- visual information
- query terms
- visual features
- document ranking
- smoothing methods
- context sensitive
- vector space model
- pseudo relevance feedback
- passage retrieval
- error rate
- ad hoc information retrieval
- language models for information retrieval
- okapi bm
- retrieval effectiveness
- relevance model
- image classification
- computer vision