TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction

Shuo Li | Sangdon Park | Insup Lee | Osbert Bastani |

Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort

Cesar Gonzalez-Gutierrez | Ariadna Quattoni |

A School Student Essay Corpus for Analyzing Interactions of Argumentative Structure and Quality

Maja Stahl | Nadine Michel | Sebastian Kilsbach | Julian Schmidtke | Sara Rezat | Henning Wachsmuth |

CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants

Albert Sun | Varun Nair | Elliot Schumacher | Anitha Kannan |

AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages

Jiayi Wang | David Adelani | Sweta Agrawal | Marek Masiak | Ricardo Rei | Eleftheria Briakou | Marine Carpuat | Xuanli He | Sofia Bourhim | Andiswa Bukula | Muhidin Mohamed | Temitayo Olatoye | Tosin Adewumi | Hamam Mokayed | Christine Mwase | Wangui Kimotho | Foutse Yuehgoh | Anuoluwapo Aremu | Jessica Ojo | Shamsuddeen Muhammad | Salomey Osei | Abdul-Hakeem Omotayo | Chiamaka Chukwuneke | Perez Ogayo | Oumaima Hourrane | Salma El Anigri | Lolwethu Ndolela | Thabiso Mangwana | Shafie Mohamed | Hassan Ayinde | Oluwabusayo Awoyomi | Lama Alkhaled | Sana Al-azzawi | Naome Etori | Millicent Ochieng | Clemencia Siro | Njoroge Kiragu | Eric Muchiri | Wangari Kimotho | Toadoum Sari Sakayo | Lyse Naomi Wamba | Daud Abolade | Simbiat Ajao | Iyanuoluwa Shode | Ricky Macharm | Ruqayya Iro | Saheed Abdullahi | Stephen Moore | Bernard Opoku | Zainab Akinjobi | Abeeb Afolabi | Nnaemeka Obiefuna | Onyekachi Ogbu | Sam Ochieng’ | Verrah Otiende | Chinedu Mbonu | Yao Lu | Pontus Stenetorp |

Document Image Machine Translation with Dynamic Multi-pre-trained Models Assembling

Yupu Liang | Yaping Zhang | Cong Ma | Zhiyang Zhang | Yang Zhao | Lu Xiang | Chengqing Zong | Yu Zhou |

Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey

Zhichen Dong | Zhanhui Zhou | Chao Yang | Jing Shao | Yu Qiao |

Generating Attractive and Authentic Copywriting from Customer Reviews

Yu-Xiang Lin | Wei-Yun Ma |

Diffusion Glancing Transformer for Parallel Sequence-to-Sequence Learning

Lihua Qian | Mingxuan Wang | Yang Liu | Hao Zhou |

ToXCL: A Unified Framework for Toxic Speech Detection and Explanation

Nhat Hoang | Xuan Long Do | Duc Anh Do | Duc Anh Vu | Anh Tuan Luu |

Code Models are Zero-shot Precondition Reasoners

Lajanugen Logeswaran | Sungryull Sohn | Yiwei Lyu | Anthony Liu | Dong-Ki Kim | Dongsub Shim | Moontae Lee | Honglak Lee |

Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications

Yanchen Liu | Srishti Gautam | Jiaqi Ma | Himabindu Lakkaraju |

Fake Alignment: Are LLMs Really Aligned Well?

Yixu Wang | Yan Teng | Kexin Huang | Chengqi Lyu | Songyang Zhang | Wenwei Zhang | Xingjun Ma | Yu-Gang Jiang | Yu Qiao | Yingchun Wang |

Fixing Rogue Memorization in Many-to-One Multilingual Translators of Extremely-Low-Resource Languages by Rephrasing Training Samples

Paulo Cavalin | Pedro Henrique Domingues | Claudio Pinhanez | Julio Nogima |

ScriptMix: Mixing Scripts for Low-resource Language Parsing

Jaeseong Lee | Dohyeon Lee | Seung-won Hwang |