kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning NAACL

Wenting Zhao | Ye Liu | Yao Wan | Yibo Wang | Qingyang Wu | Zhongfen Deng | Jiangshu Du | Shuaiqi Liu | Yunlong Xu | Philip Yu |

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI F i n d i n g s - E A C L

Jianguo Zhang | Kun Qian | Zhiwei Liu | Shelby Heinecke | Rui Meng | Ye Liu | Zhou Yu | Huan Wang | Silvio Savarese | Caiming Xiong |

DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text F i n d i n g s - N A A C L

Wenting Zhao | Ye Liu | Tong Niu | Yao Wan | Philip Yu | Shafiq Joty | Yingbo Zhou | Semih Yavuz |

Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs KnowLLM WS

Ye Liu | Rui Meng | Meghana Moorthy Bhat | Shafiq Joty | Caiming Xiong | Yingbo Zhou | Semih Yavuz |

Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization F i n d i n g s - A C L

Yanghai Zhang | Ye Liu | Shiwei Wu | Kai Zhang | Xukai Liu | Qi Liu | Enhong Chen |

L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models TACL

Ansong Ni | Pengcheng Yin | Yilun Zhao | Martin Riddell | Troy Feng | Rui Shen | Stephen Yin | Ye Liu | Semih Yavuz | Caiming Xiong | Shafiq Joty | Yingbo Zhou | Dragomir Radev | Arman Cohan | Arman Cohan |

FOLIO: Natural Language Reasoning with First-Order Logic EMNLP

Simeng Han | Hailey Schoelkopf | Yilun Zhao | Zhenting Qi | Martin Riddell | Wenfei Zhou | James Coady | David Peng | Yujie Qiao | Luke Benson | Lucy Sun | Alexander Wardle-Solano | Hannah Szabó | Ekaterina Zubova | Matthew Burtell | Jonathan Fan | Yixin Liu | Brian Wong | Malcolm Sailor | Ansong Ni | Linyong Nan | Jungo Kasai | Tao Yu | Rui Zhang | Alexander Fabbri | Wojciech Maciej Kryscinski | Semih Yavuz | Ye Liu | Xi Victoria Lin | Shafiq Joty | Yingbo Zhou | Caiming Xiong | Rex Ying | Arman Cohan | Dragomir Radev |

Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models F i n d i n g s - E M N L P

Rui Meng | Ye Liu | Lifu Tu | Daqing He | Yingbo Zhou | Semih Yavuz |

OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting EMNLP

Xukai Liu | Ye Liu | Kai Zhang | Kehang Wang | Qi Liu | Enhong Chen |

P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains F i n d i n g s - E M N L P

Simeng Han | Aaron Yu | Rui Shen | Zhenting Qi | Martin Riddell | Wenfei Zhou | Yujie Qiao | Yilun Zhao | Semih Yavuz | Ye Liu | Shafiq Joty | Yingbo Zhou | Caiming Xiong | Dragomir Radev | Rex Ying | Arman Cohan |