2 citations · 2 across the 1 of their papers we have counts for
3 papers · 1 filter
ReFT: Reasoning with Reinforced Fine-Tuning
Trung Quoc Luong, Xinbo Zhang, Zhanming Jie +3
One way to enhance the reasoning capability of Large Language Models (LLMs) is to conduct Supervised Fine-Tuning (SFT) using Chain-of-Thought (CoT) annotations. This approach does…
Design of Chain-of-Thought in Math Problem Solving
Zhanming Jie, Trung Quoc Luong, Xinbo Zhang +2
Chain-of-Thought (CoT) plays a crucial role in reasoning for math problem solving. We conduct a comprehensive examination of methods for designing CoT, comparing conventional natur…
Sequence-to-Sequence Pre-training with Unified Modality Masking for Visual Document Understanding
Shuwei Feng, Tianyang Zhan, Zhanming Jie +2
This paper presents GenDoc, a general sequence-to-sequence document understanding model pre-trained with unified masking across three modalities: text, image, and layout. The propo…