Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling.

Guangmin Zheng Jin Wang Xiaobing Zhou Xuejie Zhang

Published in: LREC/COLING (2024)

Keyphrases

formal semantics
monte carlo
neural network
multi modal
positive and negative
random sampling
sampling algorithm
logic programming
sampling methods
multimodal information
sampling strategies
sampling strategy
operational semantics
object oriented
training data
database systems
high level