Large Language Models

ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement ACL 2024 Uncertainty Aware Learning for Language Model Alignment ACL 2024 Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs NeurIPS 2024 Uncertainty Resolution in Misinformation Detection EACL 2024 Uncovering Limitations of Large Language Models in Information Seeking from Tables ACL 2024 Uncovering What Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly CVPR 2024 Understanding and Mitigating Language Confusion in LLMs EMNLP 2024 Understanding Faithfulness and Reasoning of Large Language Models on Plain Biomedical Summaries EMNLP 2024 Understanding Finetuning for Factual Knowledge Extraction ICML 2024 Understanding Information Storage and Transfer in Multi-Modal Large Language Models NeurIPS 2024 Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models ICML 2024 Understanding Scaling Laws with Statistical and Approximation Theory for Transformer Neural Networks on Intrinsically Low-dimensional Data NeurIPS 2024 Understanding Slang with LLMs: Modelling Cross-Cultural Nuances through Paraphrasing EMNLP 2024 Understanding the Effects of Iterative Prompting on Truthfulness ICML 2024 Understanding the effects of language-specific class imbalance in multilingual fine-tuning EACL 2024 Understanding the Learning Dynamics of Alignment with Human Feedback ICML 2024 Undetectable Watermarks for Language Models COLT 2024 Unexpected Phenomenon: LLMs’ Spurious Associations in Information Extraction ACL 2024 Unified Hallucination Detection for Multimodal Large Language Models ACL 2024 Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NeurIPS 2024 Unintended Impacts of LLM Alignment on Global Representation ACL 2024 Universal In-Context Approximation By Prompting Fully Recurrent Models NeurIPS 2024 Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning EMNLP 2024 UNIWIZ: A Unified Large Language Model Orchestrated Wizard for Safe Knowledge Grounded Conversations ACL 2024 Unleashing Large Language Models’ Proficiency in Zero-shot Essay Scoring EMNLP 2024