2 papers
cs.LG2025
CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs
Yangshu Yuan, Heng Chen, Xinyi Jiang +2
The rapid advancement of Large Language Models (LLMs) and Large Vision-Language Models (LVLMs) has enhanced our ability to process and generate human language and visual informatio…
cs.CL2019
Incremental Sense Weight Training for the Interpretation of Contextualized Word Embeddings
Xinyi Jiang, Zhengzhe Yang, Jinho D. Choi
We present a novel online algorithm that learns the essence of each dimension in word embeddings by minimizing the within-group distance of contextualized embedding groups. Three s…