Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models

Zachary Horvitz | Jingru Chen | Rahul Aditya | Harshvardhan Srivastava | Robert West | Zhou Yu | Kathleen McKeown |

Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models

Xiaolong Wang | Yile Wang | Yuanchi Zhang | Fuwen Luo | Peng Li | Maosong Sun | Yang Liu |

Deciphering Oracle Bone Language with Diffusion Models

Haisu Guan | Huanxin Yang | Xinyu Wang | Shengwei Han | Yongge Liu | Lianwen Jin | Xiang Bai | Yuliang Liu |

DeVAn: Dense Video Annotation for Video-Language Models

Tingkai Liu | Yunzhe Tao | Haogeng Liu | Qihang Fang | Ding Zhou | Huaibo Huang | Ran He | Hongxia Yang |

G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation

Xingyuan Pan | Luyang Huang | Liyan Kang | Zhicheng Liu | Yu Lu | Shanbo Cheng |

Estimating the Level of Dialectness Predicts Inter-annotator Agreement in Multi-dialect Arabic Datasets

Amr Keleg | Walid Magdy | Sharon Goldwater |

D2LLM: Decomposed and Distilled Large Language Models for Semantic Search

Zihan Liao | Hang Yu | Jianguo Li | Jun Wang | Wei Zhang |

Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction

Haoqiu Yan | Yongxin Zhu | Kai Zheng | Bing Liu | Haoyu Cao | Deqiang Jiang | Linli Xu |

SPZ: A Semantic Perturbation-based Data Augmentation Method with Zonal-Mixing for Alzheimer’s Disease Detection

FangFang Li | Cheng Huang | PuZhen Su | Jie Yin |

Causal Estimation of Memorisation Profiles

Pietro Lesci | Clara Meister | Thomas Hofmann | Andreas Vlachos | Tiago Pimentel |

Disambiguate Words like Composing Them: A Morphology-Informed Approach to Enhance Chinese Word Sense Disambiguation

Yue Wang | Qiliang Liang | Yaqi Yin | Hansi Wang | Yang Liu |

Tree-Averaging Algorithms for Ensemble-Based Unsupervised Discontinuous Constituency Parsing

Behzad Shayegh | Yuqiao Wen | Lili Mou |

MAP’s not dead yet: Uncovering true language model modes by conditioning away degeneracy

Davis Yoshida | Kartik Goyal | Kevin Gimpel |

OLMo: Accelerating the Science of Language Models

Dirk Groeneveld | Iz Beltagy | Evan Walsh | Akshita Bhagia | Rodney Kinney | Oyvind Tafjord | Ananya Jha | Hamish Ivison | Ian Magnusson | Yizhong Wang | Shane Arora | David Atkinson | Russell Authur | Khyathi Chandu | Arman Cohan | Jennifer Dumas | Yanai Elazar | Yuling Gu | Jack Hessel | Tushar Khot | William Merrill | Jacob Morrison | Niklas Muennighoff | Aakanksha Naik | Crystal Nam | Matthew Peters | Valentina Pyatkin | Abhilasha Ravichander | Dustin Schwenk | Saurabh Shah | William Smith | Emma Strubell | Nishant Subramani | Mitchell Wortsman | Pradeep Dasigi | Nathan Lambert | Kyle Richardson | Luke Zettlemoyer | Jesse Dodge | Kyle Lo | Luca Soldaini | Noah Smith | Hannaneh Hajishirzi |

Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!

Zhanhui Zhou | Jie Liu | Zhichen Dong | Jiaheng Liu | Chao Yang | Wanli Ouyang | Yu Qiao |