The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning

Shaobo Cui | Zhijing Jin | Bernhard Schölkopf | Boi Faltings |

Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models

Hongbang Yuan | Pengfei Cao | Zhuoran Jin | Yubo Chen | Daojian Zeng | Kang Liu | Jun Zhao |

INDUS: Effective and Efficient Language Models for Scientific Applications

Bishwaranjan Bhattacharjee | Aashka Trivedi | Masayasu Muraoka | Muthukumaran Ramasubramanian | Takuma Udagawa | Iksha Gurung | Nishan Pantha | Rong Zhang | Bharath Dandala | Rahul Ramachandran | Manil Maskey | Kaylin Bugbee | Michael M. Little | Elizabeth Fancher | Irina Gerasimov | Armin Mehrabian | Lauren Sanders | Sylvain V. Costes | Sergi Blanco-Cuaresma | Kelly Lockhart | Thomas Allen | Felix Grezes | Megan Ansdell | Alberto Accomazzi | Yousef El-Kurdi | Davis Wertheimer | Birgit Pfitzmann | Cesar Berrospi Ramis | Michele Dolfi | Rafael Teixeira De Lima | Panagiotis Vagenas | S. Karthik Mukkavilli | Peter W. J. Staar | Sanaz Vahidinia | Ryan McGranaghan | Tsengdar J. Lee |

MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction

Jun-Hyung Park | Yeachan Kim | Mingyu Lee | Hyuntae Park | SangKeun Lee |

Perceptions to Beliefs: Exploring Precursory Inferences for Theory of Mind in Large Language Models

Chani Jung | Dongkwan Kim | Jiho Jin | Jiseon Kim | Yeon Seonwoo | Yejin Choi | Alice Oh | Hyunwoo Kim |

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 |

A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning

Zhongwu Chen | Long Bai | Zixuan Li | Zhen Huang | Xiaolong Jin | Yong Dou |