Papers
Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation
Stefan Vasilev, Christian Herold, Baohao Liao et al.
UniLR: Unleashing the Power of LLMs on Multiple Legal Tasks with a Unified Legal Retriever
Ang Li, Yiquan Wu, Yifei Liu et al.
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights
Sooyung Choi, Jaehyeok Lee, Xiaoyuan Yi et al.
Unique Hard Attention: A Tale of Two Sides
Selim Jerad, Anej Svete, Jiaoda Li et al.
UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation
Rui Li, Liyang He, Qi Liu et al.
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM’s Education
Yanhao Jia, Xinyi Wu, Li Hao et al.
UniT: One Document, Many Revisions, Too Many Edit Intention Taxonomies
Fangping Lan, Abdullah Aljebreen, Eduard Dragut
University of Indonesia at SemEval-2025 Task 11: Evaluating State-of-the-Art Encoders for Multi-Label Emotion Detection
Ikhlasul Akmal Hanif, Eryawan Presma Yulianrifat, Jaycent Gunawan Ongris et al.
Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation
Shuai Zhao, Xiaobao Wu, Cong-Duy T Nguyen et al.
Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch
Yuyang Ding, Xinyu Shi, Xiaobo Liang et al.
Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering
Xinyu Tang, Xiaolei Wang, Zhihao Lv et al.
Unlocking LLMs’ Self-Improvement Capacity with Autonomous Learning for Domain Adaptation
Ke Ji, Junying Chen, Anningzhe Gao et al.
Unlocking Recursive Thinking of LLMs: Alignment via Refinement
Haoke Zhang, Xiaobo Liang, Cunxiang Wang et al.
Unlocking Speech Instruction Data Potential with Query Rewriting
Yonghua Hei, Yibo Yan, Shuliang Liu et al.
Unmasking Style Sensitivity: A Causal Analysis of Bias Evaluation Instability in Large Language Models
Jiaxu Zhao, Meng Fang, Kun Zhang et al.
Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models
Qin Liu, Chao Shang, Ling Liu et al.
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging
Haobo Zhang, Jiayu Zhou
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning
Hui Liu, Wenya Wang, Hao Sun et al.
Unravelling the Logic: Investigating the Generalisation of Transformers in Numerical Satisfiability Problems
Tharindu Madusanka, Marco Valentino, Iqra Zahid et al.
UnrealLLM: Towards Highly Controllable and Interactable 3D Scene Generation by LLM-powered Procedural Content Generation
Song Tang, Kaiyong Zhao, Lei Wang et al.
UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs’ Memorization
Md Nayem Uddin, Amir Saeidi, Divij Handa et al.
Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models
Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang et al.
Unstable Grounds for Beautiful Trees? Testing the Robustness of Concept Translations in the Compilation of Multilingual Wordlists
David Snee, Luca Ciucci, Arne Rubehn et al.
Unstructured Minds, Predictable Machines: A Comparative Study of Narrative Cohesion in Human and LLM Stream-of-Consciousness Writing
Nellia Dzhubaeva, Katharina Trinley, Laura Pissani
Unsupervised Automatic Short Answer Grading and Essay Scoring: A Weakly Supervised Explainable Approach
Felipe Urrutia, Cristian Buc, Roberto Araya et al.