Extending Context Window of Large Language Models from a Distributional Perspective EMNLP

Yingsheng Wu | Yuxuan Gu | Xiaocheng Feng | Weihong Zhong | Dongliang Xu | Qing Yang | Hongtao Liu | Bing Qin |

Advancing Large Language Model Attribution through Self-Improving EMNLP

Lei Huang | Xiaocheng Feng | Weitao Ma | Liang Zhao | Yuchun Fan | Weihong Zhong | Dongliang Xu | Qing Yang | Hongtao Liu | Bing Qin |

SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent F i n d i n g s - E M N L P

Jiarui Ji | Yang Li | Hongtao Liu | Zhicheng Du | Zhewei Wei | Qi Qi | Weiran Shen | Yankai Lin |

Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding F i n d i n g s - E M N L P

Liang Zhao | Xiachong Feng | Xiaocheng Feng | Weihong Zhong | Dongliang Xu | Qing Yang | Hongtao Liu | Bing Qin | Ting Liu |

GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP

Yangfan Ye | Xiachong Feng | Xiaocheng Feng | Weitao Ma | Libo Qin | Dongliang Xu | Qing Yang | Hongtao Liu | Bing Qin |