Papers
uir-cis at SemEval-2025 Task 3: Detection of Hallucinations in Generated Text
Jia Huang, Shuli Zhao, Yaru Zhao et al.
U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in Large Language Models
Konstantin Chernyshev, Vitaliy Polshkov, Vlad Stepanov et al.
uMedSum: A Unified Framework for Clinical Abstractive Summarization
Aishik Nagar, Yutong Liu, Andy T. Liu et al.
UMUTeam at SemEval-2025 Task 1: Leveraging Multimodal and Large Language Model for Identifying and Ranking Idiomatic Expressions
Ronghao Pan, Tomás Bernal - Beltrán, José Antonio García - Díaz et al.
UMUTeam at SemEval-2025 Task 3: Detecting Hallucinations in Multilingual Texts Using Encoder-only Models Guided by Large Language Models
Ronghao Pan, Tomás Bernal - Beltrán, José Antonio García - Díaz et al.
UMUTeam at SemEval-2025 Task 7: Multilingual Fact-Checked Claim Retrieval with XLM-RoBERTa and Self-Alignment Pretraining Strategy
Ronghao Pan, Tomás Bernal - Beltrán, José Antonio García - Díaz et al.
Unanswerability Evaluation for Retrieval Augmented Generation
Xiangyu Peng, Prafulla Kumar Choubey, Caiming Xiong et al.
Uncertainty-Aware Contrastive Decoding
Hakyung Lee, Subeen Park, Joowang Kim et al.
Uncertainty-Aware Iterative Preference Optimization for Enhanced LLM Reasoning
Lei Li, Hehuan Liu, Yaxin Zhou et al.
Uncertainty in Causality: A New Frontier
Shaobo Cui, Luca Mouchel, Boi Faltings
Uncertainty Propagation on LLM Agent
Qiwei Zhao, Dong Li, Yanchi Liu et al.
Uncertainty Quantification for Large Language Models
Artem Shelmanov, Maxim Panov, Roman Vashurin et al.
Uncertainty Unveiled: Can Exposure to More In-context Examples Mitigate Uncertainty for Large Language Models?
Yifei Wang, Yu Sheng, Linjing Li et al.
UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection
Mobin Barfi, Sajjad Mehrpeyma, Nasser Mozayani
Un-considering Contextual Information: Assessing LLMs’ Understanding of Indexical Elements
Metehan Oğuz, Yavuz Faruk Bakman, Duygu Nur Yaldiz
Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL
Hanbing Liu, Haoyang Li, Xiaokang Zhang et al.
Understanding and Meeting Practitioner Needs When Measuring Representational Harms Caused by LLM-Based Systems
Emma Harvey, Emily Sheng, Su Lin Blodgett et al.
Understanding Common Ground Misalignment in Goal-Oriented Dialog: A Case-Study with Ubuntu Chat Logs
Rupak Sarkar, Neha Srikanth, Taylor Pellegrin et al.
Understanding Cross-Domain Adaptation in Low-Resource Topic Modeling
Pritom Saha Akash, Kevin Chen-Chuan Chang
Understanding Disagreement: An Annotation Study of Sentiment and Emotional Language in Environmental Communication
Christina Barz, Melanie Siegel, Daniel Hanss et al.
Understanding Impact of Human Feedback via Influence Functions
Taywon Min, Haeone Lee, Yongchan Kwon et al.
Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu
Renhao Pei, Yihong Liu, Peiqin Lin et al.
Understanding Large Language Model Vulnerabilities to Social Bias Attacks
Jiaxu Zhao, Meng Fang, Fanghua Ye et al.
Understanding Silent Data Corruption in LLM Training
Jeffrey Jian Ma, Hengzhi Pei, Leonard Lausen et al.