Search Results for author: Jin Jiang

Found 4 papers, 2 papers with code

LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning

no code implementations19 Sep 2024 Jin Jiang, Yuchen Yan, Yang Liu, Yonggang Jin, Shuai Peng, Mengdi Zhang, Xunliang Cai, Yixin Cao, Liangcai Gao, Zhi Tang

In this paper, we present a novel approach, called LogicPro, to enhance Large Language Models (LLMs) complex Logical reasoning through Program Examples.

GSM8K Logical Reasoning +1

S$^3$c-Math: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners

no code implementations3 Sep 2024 Yuchen Yan, Jin Jiang, Yang Liu, Yixin Cao, Xin Xu, Mengdi Zhang, Xunliang Cai, Jian Shao

To the best of our knowledge, we are the first to introduce the spontaneous step-level self-correction ability of LLMs in mathematical reasoning.

GSM8K Math +1

History Matters: Temporal Knowledge Editing in Large Language Model

1 code implementation9 Dec 2023 Xunjian Yin, Jin Jiang, Liming Yang, Xiaojun Wan

The imperative task of revising or updating the knowledge stored within large language models arises from two distinct sources: intrinsic errors inherent in the model which should be corrected and outdated knowledge due to external shifts in the real world which should be updated.

knowledge editing Language Modelling +1

Error-Robust Retrieval for Chinese Spelling Check

1 code implementation15 Nov 2022 Xunjian Yin, Xinyu Hu, Jin Jiang, Xiaojun Wan

Chinese Spelling Check (CSC) aims to detect and correct error tokens in Chinese contexts, which has a wide range of applications.

Retrieval

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