Foundation Models

Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024 TroL: Traversal of Layers for Large Language and Vision Models EMNLP 2024 Tune-An-Ellipse: CLIP Has Potential to Find What You Want CVPR 2024 Turiya at DialAM-2024: Inference Anchoring Theory Based LLM Parsers ACL 2024 Tutorial Proposal: Hallucination in Large Language Models COLING 2024 Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging NeurIPS 2024 Two-stage LLM Fine-tuning with Less Specialization and More Generalization ICLR 2024 UICoder: Finetuning Large Language Models to Generate User Interface Code through Automated Feedback NAACL 2024 UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training NeurIPS 2024 UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs ACL 2024 UltraMedical: Building Specialized Generalists in Biomedicine NeurIPS 2024 UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis NAACL 2024 Uncertainty-aware Fine-tuning of Segmentation Foundation Models NeurIPS 2024 Uncertainty Aware Learning for Language Model Alignment ACL 2024 Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution AAAI 2024 Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast NeurIPS 2024 Uncovering Differences in Persuasive Language in Russian versus English Wikipedia EMNLP 2024 Understanding and Minimising Outlier Features in Transformer Training NeurIPS 2024 Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions ICLR 2024 Understanding Information Storage and Transfer in Multi-Modal Large Language Models NeurIPS 2024 Understanding prompt engineering may not require rethinking generalization ICLR 2024 Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective NeurIPS 2024 Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem NeurIPS 2024 Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction NAACL 2024 UniAudio: Towards Universal Audio Generation with Large Language Models ICML 2024