ATAIGI: An AI-Powered Multimodal Learning App Leveraging Generative Models for Low-Resource Taiwanese Hokkien

Yun-Hsin Chu | Shuai Zhu | Shou-Yi Hung | Bo-Ting Lin | En-Shiun Annie Lee | Richard Tzong-Han Tsai |

ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval

Mingxu Tao | Bowen Tang | Mingxuan Ma | Yining Zhang | Hourun Li | Feifan Wen | Ma Hao | Jia Yang |

TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks

Lukas Garbas | Max Ploner | Alan Akbik |

LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications

Danqing Zhang | Balaji Rama | Jingyi Ni | Shiying He | Fu Zhao | Kunyu Chen | Arnold Chen | Junyu Cao |

SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation

Xuhui Zhou | Zhe Su | Sophie Feng | Jiaxu Zhou | Jen-tse Huang | Hsien-Te Kao | Spencer Lynch | Svitlana Volkova | Tongshuang Wu | Anita Woolley | Hao Zhu | Maarten Sap |

Constructing Multimodal Datasets from Scratch for Rapid Development of a Japanese Visual Language Model

Keito Sasagawa | Koki Maeda | Issa Sugiura | Shuhei Kurita | Naoaki Okazaki | Daisuke Kawahara |

AutoClean: LLMs Can Prepare Their Training Corpus

Xingyu Shen | Shengding Hu | Xinrong Zhang | Xu Han | Xiaojun Meng | Jiansheng Wei | Zhiyuan Liu | Maosong Sun |

InspectorRAGet: An Introspection Platform for RAG Evaluation

Kshitij P Fadnis | Siva Sankalp Patel | Odellia Boni | Yannis Katsis | Sara Rosenthal | Benjamin Sznajder | Marina Danilevsky |

SURF: A System to Unveil Explainable Risk Relations between Firms

Yu-Hsiang Wang | Wei-Ning Chiu | Yi-Tai Hsiao | Yu-Shiang Huang | Yi-Shyuan Chiang | Shuo-En Wu | Chuan-Ju Wang |

TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues

Hannah VanderHoeven | Brady Bhalla | Ibrahim Khebour | Austin C. Youngren | Videep Venkatesha | Mariah Bradford | Jack Fitzgerald | Carlos Mabrey | Jingxuan Tu | Yifan Zhu | Kenneth Lai | Changsoo Jung | James Pustejovsky | Nikhil Krishnaswamy |

A Sentence-Level Visualization of Attention in Large Language Models

Seongbum Seo | Sangbong Yoo | Hyelim Lee | Yun Jang | Ji Hwan Park | Jeong-Nam Kim |

METAPHORSHARE: A Dynamic Collaborative Repository of Open Metaphor Datasets

Joanne Boisson | Arif Mehmood | Jose Camacho-Collados |

MT-LENS: An all-in-one Toolkit for Better Machine Translation Evaluation

Javier García Gilabert | Carlos Escolano | Audrey Mash | Xixian Liao | Maite Melero |

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (System Demonstrations)

Nouha Dziri | Sean (Xiang) Ren | Shizhe Diao |

Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability

Haonan Li | Xudong Han | Zenan Zhai | Honglin Mu | Hao Wang | Zhenxuan Zhang | Yilin Geng | Shom Lin | Renxi Wang | Artem Shelmanov | Xiangyu Qi | Yuxia Wang | Donghai Hong | Youliang Yuan | Meng Chen | Haoqin Tu | Fajri Koto | Cong Zeng | Tatsuki Kuribayashi | Rishabh Bhardwaj | Bingchen Zhao | Yawen Duan | Yi Liu | Emad A. Alghamdi | Yaodong Yang | Yinpeng Dong | Soujanya Poria | Pengfei Liu | Zhengzhong Liu | Hector Xuguang Ren | Eduard Hovy | Iryna Gurevych | Preslav Nakov | Monojit Choudhury | Timothy Baldwin |