Causal Estimation of Memorisation Profiles

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

Probing Language Models for Pre-training Data Detection

Zhenhua Liu | Tong Zhu | Chuanyuan Tan | Bing Liu | Haonan Lu | Wenliang Chen |

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

Behzad Shayegh | Yuqiao Wen | Lili Mou |

Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning

Tuc Nguyen | Thai Le |

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 |

Toward In-Context Teaching: Adapting Examples to Students’ Misconceptions

Alexis Ross | Jacob Andreas |

Don’t Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection

Min Zhang | Jianfeng He | Taoran Ji | Chang-Tien Lu |

Representation Learning with Conditional Information Flow Maximization

Dou Hu | Lingwei Wei | Wei Zhou | Songlin Hu |

When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

Norah Alzahrani | Hisham Alyahya | Yazeed Alnumay | Sultan AlRashed | Shaykhah Alsubaie | Yousef Almushayqih | Faisal Mirza | Nouf Alotaibi | Nora Al-Twairesh | Areeb Alowisheq | M Saiful Bari | Haidar Khan |

An Empirical Analysis on Large Language Models in Debate Evaluation

Xinyi Liu | Pinxin Liu | Hangfeng He |

LLaMA Pro: Progressive LLaMA with Block Expansion

Chengyue Wu | Yukang Gan | Yixiao Ge | Zeyu Lu | Jiahao Wang | Ye Feng | Ying Shan | Ping Luo |

GradSafe: Detecting Jailbreak Prompts for LLMs via Safety-Critical Gradient Analysis

Yueqi Xie | Minghong Fang | Renjie Pi | Neil Gong |

Moûsai: Efficient Text-to-Music Diffusion Models

Flavio Schneider | Ojasv Kamal | Zhijing Jin | Bernhard Schölkopf |

Plot Retrieval as an Assessment of Abstract Semantic Association

Shicheng Xu | Liang Pang | Jiangnan Li | Mo Yu | Fandong Meng | Huawei Shen | Xueqi Cheng | Jie Zhou |

Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline

Dingyi Yang | Chunru Zhan | Ziheng Wang | Biao Wang | Tiezheng Ge | Bo Zheng | Qin Jin |