DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning ACL

Yejie Wang | Keqing He | Guanting Dong | Pei Wang | Weihao Zeng | Muxi Diao | Weiran Xu | Jingang Wang | Mengdi Zhang | Xunliang Cai |

Graph-Structured Speculative Decoding F i n d i n g s - A C L

Zhuocheng Gong | Jiahao Liu | Ziyue Wang | Pengfei Wu | Jingang Wang | Xunliang Cai | Dongyan Zhao | Rui Yan |

Learning or Self-aligning? Rethinking Instruction Fine-tuning ACL

Mengjie Ren | Boxi Cao | Hongyu Lin | Cao Liu | Xianpei Han | Ke Zeng | Wan Guanglu | Xunliang Cai | Le Sun |

Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism F i n d i n g s - A C L

Jiahao Liu | Qifan Wang | Jingang Wang | Xunliang Cai |

How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data EMNLP

Yejie Wang | Keqing He | Dayuan Fu | Zhuoma GongQue | Heyang Xu | Yanxu Chen | Zhexu Wang | Yujia Fu | Guanting Dong | Muxi Diao | Jingang Wang | Mengdi Zhang | Xunliang Cai | Weiran Xu |

Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation EMNLP

Ruotong Pan | Boxi Cao | Hongyu Lin | Xianpei Han | Jia Zheng | Sirui Wang | Xunliang Cai | Le Sun |

Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal EMNLP

Zhicong Lu | Li Jin | Peiguang Li | Yu Tian | Linhao Zhang | Sirui Wang | Guangluan Xu | Changyuan Tian | Xunliang Cai |