Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue.
Sunjae YoonEunseop YoonHee Suk YoonJunyeong KimChang Dong YooPublished in: EMNLP (2022)
Keyphrases
- information theoretic
- information theory
- mutual information
- theoretic framework
- language generation
- jensen shannon divergence
- multi modality
- log likelihood
- video sequences
- relative entropy
- information theoretic measures
- kullback leibler divergence
- text mining
- dialogue system
- information bottleneck
- low resolution
- video data
- similarity measure
- entropy measure
- computational learning theory
- kl divergence
- video frames
- bregman divergences
- mdl principle
- natural language
- image processing
- distributional clustering