Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding F i n d i n g s - A C L

Heming Xia | Zhe Yang | Qingxiu Dong | Peiyi Wang | Yongqi Li | Tao Ge | Tianyu Liu | Wenjie Li | Zhifang Sui |

Can Large Multimodal Models Uncover Deep Semantics Behind Images? F i n d i n g s - A C L

Yixin Yang | Zheng Li | Qingxiu Dong | Heming Xia | Zhifang Sui |

Enhancing Tool Retrieval with Iterative Feedback from Large Language Models F i n d i n g s - E M N L P

Qiancheng Xu | Yongqi Li | Heming Xia | Wenjie Li |

A Survey on In-context Learning EMNLP

Qingxiu Dong | Lei Li | Damai Dai | Ce Zheng | Jingyuan Ma | Rui Li | Heming Xia | Jingjing Xu | Zhiyong Wu | Baobao Chang | Xu Sun | Lei Li | Zhifang Sui |

Taking a Deep Breath: Enhancing Language Modeling of Large Language Models with Sentinel Tokens F i n d i n g s - E M N L P

Weiyao Luo | Suncong Zheng | Heming Xia | Weikang Wang | Yan Lei | Tianyu Liu | Shuang Chen | Zhifang Sui |

AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction EMNLP

Hongru Wang | Rui Wang | Boyang Xue | Heming Xia | Jingtao Cao | Zeming Liu | Jeff Z. Pan | Kam-Fai Wong |