Search Results for author: VG Vinod Vydiswaran

Found 2 papers, 0 papers with code

Divide-or-Conquer? Which Part Should You Distill Your LLM?

no code implementations22 Feb 2024 Zhuofeng Wu, He Bai, Aonan Zhang, Jiatao Gu, VG Vinod Vydiswaran, Navdeep Jaitly, Yizhe Zhang

Recent methods have demonstrated that Large Language Models (LLMs) can solve reasoning tasks better when they are encouraged to solve subtasks of the main task first.

Problem Decomposition

HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings

no code implementations15 Oct 2023 Zhuofeng Wu, Chaowei Xiao, VG Vinod Vydiswaran

In this paper, we propose a hierarchical contrastive learning framework, HiCL, which considers local segment-level and global sequence-level relationships to improve training efficiency and effectiveness.

Contrastive Learning Sentence +2

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