Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles NAACL

Kung-Hsiang Huang | Philippe Laban | Alexander Fabbri | Prafulla Kumar Choubey | Shafiq Joty | Caiming Xiong | Chien-Sheng Wu |

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 |

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 |

Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP

Divyansh Agarwal | Alexander Fabbri | Ben Risher | Philippe Laban | Shafiq Joty | Chien-Sheng Wu |

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 |

Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems EMNLP

Philippe Laban | Alexander Fabbri | Caiming Xiong | Chien-Sheng Wu |