On the Role of Summary Content Units in Text Summarization Evaluation NAACL

Marcel Nawrath | Agnieszka Nowak | Tristan Ratz | Danilo Walenta | Juri Opitz | Leonardo Ribeiro | João Sedoc | Daniel Deutsch | Simon Mille | Yixin Liu | Sebastian Gehrmann | Lining Zhang | Saad Mahamood | Miruna Clinciu | Khyathi Chandu | Yufang Hou |

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization F i n d i n g s - N A A C L

Yixin Liu | Alexander Fabbri | Jiawen Chen | Yilun Zhao | Simeng Han | Shafiq Joty | Pengfei Liu | Dragomir Radev | Chien-Sheng Wu | Arman Cohan |

On Learning to Summarize with Large Language Models as References NAACL

Yixin Liu | Kejian Shi | Katherine He | Longtian Ye | Alexander Fabbri | Pengfei Liu | Dragomir Radev | Arman Cohan |

Rethinking Efficient Multilingual Text Summarization Meta-Evaluation F i n d i n g s - A C L

Rilyn Han | Jiawen Chen | Yixin Liu | Arman Cohan |

Fair Abstractive Summarization of Diverse Perspectives NAACL

Yusen Zhang | Nan Zhang | Yixin Liu | Alexander Fabbri | Junru Liu | Ryo Kamoi | Xiaoxin Lu | Caiming Xiong | Jieyu Zhao | Dragomir Radev | Kathleen McKeown | Rui Zhang |

DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Financial Documents ACL

Yilun Zhao | Yitao Long | Hongjun Liu | Ryo Kamoi | Linyong Nan | Lyuhao Chen | Yixin Liu | Xiangru Tang | Rui Zhang | Arman Cohan |

Calibrating Long-form Generations From Large Language Models F i n d i n g s - E M N L P

Yukun Huang | Yixin Liu | Raghuveer Thirukovalluru | Arman Cohan | Bhuwan Dhingra |

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 |

M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models F i n d i n g s - E M N L P

Chuhan Li | Ziyao Shangguan | Yilun Zhao | Deyuan Li | Yixin Liu | Arman Cohan |