ReFT: Reasoning with Reinforced Fine-Tuning

Autor: Luong, Trung Quoc, Zhang, Xinbo, Jie, Zhanming, Sun, Peng, Jin, Xiaoran, Li, Hang

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 not show sufficiently strong generalization ability, however, because

Externí odkaz: http://arxiv.org/abs/2401.08967

Sequence-to-Sequence Pre-training with Unified Modality Masking for Visual Document Understanding

Autor: Feng, Shuwei, Zhan, Tianyang, Jie, Zhanming, Luong, Trung Quoc, Jin, Xiaoran

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 proposed model utilizes an encoder-decoder architecture, which allows for i

Externí odkaz: http://arxiv.org/abs/2305.10448

Directional Electron Transfer in CuInS2/Mo2S3S-Scheme Heterojunctions for Efficient Photocatalytic Hydrogen Production

Autor: Yang, Bolin, Jin, Fei, Pan, Xinyu, Jin, Xiaoran, Jin, Zhiliang

Publikováno v: ACS Applied Materials & Interfaces; July 2024, Vol. 16 Issue: 28 p36333-36342, 10p

Directional Electron Transfer in CuInS 2 /Mo 2 S 3 S-Scheme Heterojunctions for Efficient Photocatalytic Hydrogen Production.

Autor: Yang B; School of Chemistry and Chemical Engineering, Ningxia Key Laboratory of Solar Chemical Conversion Technology, Key Laboratory for Chemical Engineering and Technology, State Ethnic Affairs Commission, North Minzu University, Yinchuan 750021, P.R.China., Jin F; School of Chemistry and Chemical Engineering, Ningxia Key Laboratory of Solar Chemical Conversion Technology, Key Laboratory for Chemical Engineering and Technology, State Ethnic Affairs Commission, North Minzu University, Yinchuan 750021, P.R.China., Pan X; Carbon Peak and Neutrality Policy Studies Division, National Energy Conservation Center, Beijing 100045, China., Jin X; School of Chemistry and Chemical Engineering, Ningxia Key Laboratory of Solar Chemical Conversion Technology, Key Laboratory for Chemical Engineering and Technology, State Ethnic Affairs Commission, North Minzu University, Yinchuan 750021, P.R.China., Jin Z; School of Chemistry and Chemical Engineering, Ningxia Key Laboratory of Solar Chemical Conversion Technology, Key Laboratory for Chemical Engineering and Technology, State Ethnic Affairs Commission, North Minzu University, Yinchuan 750021, P.R.China.

Publikováno v: ACS applied materials & interfaces [ACS Appl Mater Interfaces] 2024 Jul 17; Vol. 16 (28), pp. 36333-36342. Date of Electronic Publication: 2024 Jul 01.