ReportGPT: Human-in-the-loop Verifiable Table-to-Text Generation

Lucas Cecchi | Petr Babkin |

Rethinking the Role of Proxy Rewards in Language Model Alignment

Sungdong Kim | Minjoon Seo |

DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG

Jinyoung Kim | Dayoon Ko | Gunhee Kim |

FOLIO: Natural Language Reasoning with First-Order Logic

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 |

IDEAW: Robust Neural Audio Watermarking with Invertible Dual-Embedding

Pengcheng Li | Xulong Zhang | Jing Xiao | Jianzong Wang |

Unlocking Memorization in Large Language Models with Dynamic Soft Prompting

Zhepeng Wang | Runxue Bao | Yawen Wu | Jackson Taylor | Cao Xiao | Feng Zheng | Weiwen Jiang | Shangqian Gao | Yanfu Zhang |

I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation

Cheng-Kuang Wu | Zhi Rui Tam | Chao-Chung Wu | Chieh-Yen Lin | Hung-yi Lee | Yun-Nung Chen |

Model-based Preference Optimization in Abstractive Summarization without Human Feedback

Jaepill Choi | Kyubyung Chae | Jiwoo Song | Yohan Jo | Taesup Kim |

Distract Large Language Models for Automatic Jailbreak Attack

Zeguan Xiao | Yan Yang | Guanhua Chen | Yun Chen |

CAVA: A Tool for Cultural Alignment Visualization & Analysis

Nevan Giuliani | Cheng Charles Ma | Prakruthi Pradeep | Daphne Ippolito |

Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models?

Pinzhen Chen | Simon Yu | Zhicheng Guo | Barry Haddow |

On the Fragility of Active Learners for Text Classification

Abhishek Ghose | Emma Thuong Nguyen |

Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach

Nadjet Bouayad-Agha | Ignasi Gomez-Sebastia | Alba Padro | Enric Pallares Roura | David Pelayo Castelló | Rocío Tovar |

NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning

Eli Schwartz | Leshem Choshen | Joseph Shtok | Sivan Doveh | Leonid Karlinsky | Assaf Arbelle |

RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework

Yifan Wang | Vera Demberg |