Local Contrastive Editing of Gender Stereotypes

Marlene Lutz | Rochelle Choenni | Markus Strohmaier | Anne Lauscher |

Enhancing High-order Interaction Awareness in LLM-based Recommender Model

Xinfeng Wang | Jin Cui | Fumiyo Fukumoto | Yoshimi Suzuki |

Exploring Space Efficiency in a Tree-based Linear Model for Extreme Multi-label Classification

He-Zhe Lin | Cheng-Hung Liu | Chih-Jen Lin |

A linguistically-motivated evaluation methodology for unraveling model’s abilities in reading comprehension tasks

Elie Antoine | Frederic Bechet | Géraldine Damnati | Philippe Langlais |

Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk

Zhiyuan Zeng | Qipeng Guo | Xiaoran Liu | Zhangyue Yin | Wentao Shu | Mianqiu Huang | Bo Wang | Yunhua Zhou | Linlin Li | Qun Liu | Xipeng Qiu |

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 |

Subjective Topic meets LLMs: Unleashing Comprehensive, Reflective and Creative Thinking through the Negation of Negation

Fangrui Lv | Kaixiong Gong | Jian Liang | Xinyu Pang | Changshui Zhang |

More DWUGs: Extending and Evaluating Word Usage Graph Datasets in Multiple Languages

Dominik Schlechtweg | Pierluigi Cassotti | Bill Noble | David Alfter | Sabine Schulte Im Walde | Nina Tahmasebi |

Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones?

Zhe Yang | Yichang Zhang | Tianyu Liu | Jian Yang | Junyang Lin | Chang Zhou | Zhifang Sui |

When Generative Adversarial Networks Meet Sequence Labeling Challenges

Yu Tong | Ge Chen | Guokai Zheng | Rui Li | Jiang Dazhi |

A Thorough Examination of Decoding Methods in the Era of LLMs

Chufan Shi | Haoran Yang | Deng Cai | Zhisong Zhang | Yifan Wang | Yujiu Yang | Wai Lam |

Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models

Do Xuan Long | Duong Ngoc Yen | Anh Tuan Luu | Kenji Kawaguchi | Min-Yen Kan | Nancy F. Chen |

GRASS: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients

Aashiq Muhamed | Oscar Li | David Woodruff | Mona T. Diab | Virginia Smith |

Evaluating D-MERIT of Partial-annotation on Information Retrieval

Royi Rassin | Yaron Fairstein | Oren Kalinsky | Guy Kushilevitz | Nachshon Cohen | Alexander Libov | Yoav Goldberg |

Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training

Yixuan Wang | Xianzhen Luo | Fuxuan Wei | Yijun Liu | Qingfu Zhu | Xuanyu Zhang | Qing Yang | Dongliang Xu | Wanxiang Che |