InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance

Pengyu Wang | Dong Zhang | Linyang Li | Chenkun Tan | Xinghao Wang | Mozhi Zhang | Ke Ren | Botian Jiang | Xipeng Qiu |

VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Xuan He | Dongfu Jiang | Ge Zhang | Max Ku | Achint Soni | Sherman Siu | Haonan Chen | Abhranil Chandra | Ziyan Jiang | Aaran Arulraj | Kai Wang | Quy Duc Do | Yuansheng Ni | Bohan Lyu | Yaswanth Narsupalli | Rongqi Fan | Zhiheng Lyu | Bill Yuchen Lin | Wenhu Chen |

A Morphology-Based Investigation of Positional Encodings

Poulami Ghosh | Shikhar Vashishth | Raj Dabre | Pushpak Bhattacharyya |

Two-tiered Encoder-based Hallucination Detection for Retrieval-Augmented Generation in the Wild

Ilana Zimmerman | Jadin Tredup | Ethan Selfridge | Joseph Bradley |

INDUS: Effective and Efficient Language Models for Scientific Applications

Bishwaranjan Bhattacharjee | Aashka Trivedi | Masayasu Muraoka | Muthukumaran Ramasubramanian | Takuma Udagawa | Iksha Gurung | Nishan Pantha | Rong Zhang | Bharath Dandala | Rahul Ramachandran | Manil Maskey | Kaylin Bugbee | Michael M. Little | Elizabeth Fancher | Irina Gerasimov | Armin Mehrabian | Lauren Sanders | Sylvain V. Costes | Sergi Blanco-Cuaresma | Kelly Lockhart | Thomas Allen | Felix Grezes | Megan Ansdell | Alberto Accomazzi | Yousef El-Kurdi | Davis Wertheimer | Birgit Pfitzmann | Cesar Berrospi Ramis | Michele Dolfi | Rafael Teixeira De Lima | Panagiotis Vagenas | S. Karthik Mukkavilli | Peter W. J. Staar | Sanaz Vahidinia | Ryan McGranaghan | Tsengdar J. Lee |

MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline

Donghoon Han | Eunhwan Park | Gisang Lee | Adam Lee | Nojun Kwak |

Advancing Large Language Model Attribution through Self-Improving

Lei Huang | Xiaocheng Feng | Weitao Ma | Liang Zhao | Yuchun Fan | Weihong Zhong | Dongliang Xu | Qing Yang | Hongtao Liu | Bing Qin |

Searching for Best Practices in Retrieval-Augmented Generation

Xiaohua Wang | Zhenghua Wang | Xuan Gao | Feiran Zhang | Yixin Wu | Zhibo Xu | Tianyuan Shi | Zhengyuan Wang | Shizheng Li | Qi Qian | Ruicheng Yin | Changze Lv | Xiaoqing Zheng | Xuanjing Huang |

I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation

Cheng-Kuang Wu | Zhi Rui Tam | Chao-Chung Wu | Chieh-Yen Lin | Hung-yi Lee | Yun-Nung Chen |

Model-based Preference Optimization in Abstractive Summarization without Human Feedback

Jaepill Choi | Kyubyung Chae | Jiwoo Song | Yohan Jo | Taesup Kim |

Distract Large Language Models for Automatic Jailbreak Attack

Zeguan Xiao | Yan Yang | Guanhua Chen | Yun Chen |

CAVA: A Tool for Cultural Alignment Visualization & Analysis

Nevan Giuliani | Cheng Charles Ma | Prakruthi Pradeep | Daphne Ippolito |

Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models?

Pinzhen Chen | Simon Yu | Zhicheng Guo | Barry Haddow |

On the Fragility of Active Learners for Text Classification

Abhishek Ghose | Emma Thuong Nguyen |

Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach

Nadjet Bouayad-Agha | Ignasi Gomez-Sebastia | Alba Padro | Enric Pallares Roura | David Pelayo Castelló | Rocío Tovar |