Foundation Models

Learning, Forgetting, Remembering: Insights From Tracking LLM Memorization During Training EMNLP 2024 Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation NeurIPS 2024 Learning Goal-Conditioned Representations for Language Reward Models NeurIPS 2024 Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models AAAI 2024 Learning Large-Factor EM Image Super-Resolution with Generative Priors CVPR 2024 Learning the Bitter Lesson: Empirical Evidence from 20 Years of CVPR Proceedings EMNLP 2024 Learning to Compile Programs to Neural Networks ICML 2024 Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ACL 2024 Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks NeurIPS 2024 Learning to Plan and Generate Text with Citations ACL 2024 Learning to Plan by Updating Natural Language EMNLP 2024 Learning to Trust Your Feelings: Leveraging Self-awareness in LLMs for Hallucination Mitigation ACL 2024 LeDex: Training LLMs to Better Self-Debug and Explain Code NeurIPS 2024 LeGen: Complex Information Extraction from Legal sentences using Generative Models EMNLP 2024 Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding EMNLP 2024 LeRet: Language-Empowered Retentive Network for Time Series Forecasting IJCAI 2024 Let Go of Your Labels with Unsupervised Transfer ICML 2024 “Let’s Argue Both Sides”: Argument Generation Can Force Small Models to Utilize Previously Inaccessible Reasoning Capabilities EMNLP 2024 Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models EMNLP 2024 Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification ACL 2024 Leveraging LLMs for Multimodal Medical Time Series Analysis MLHC 2024 Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models NeurIPS 2024 LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views ICML 2024 LexDrafter: Terminology Drafting for Legislative Documents Using Retrieval Augmented Generation COLING 2024 Lexicans at Chemotimelines 2024: Chemotimeline Chronicles - Leveraging Large Language Models (LLMs) for Temporal Relations Extraction in Oncological Electronic Health Records NAACL 2024