Foundation Models

Large Language Models Are Semi-Parametric Reinforcement Learning Agents NeurIPS 2023 Large Language Models as General Pattern Machines CoRL 2023 Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering NeurIPS 2023 Large Language Models of Code Fail at Completing Code with Potential Bugs NeurIPS 2023 Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU EMNLP 2023 Large Language Models Struggle to Learn Long-Tail Knowledge ICML 2023 Large Language Models: The Need for Nuance in Current Debates and a Pragmatic Perspective on Understanding EMNLP 2023 LayoutPrompter: Awaken the Design Ability of Large Language Models NeurIPS 2023 Learning Chemical Rules of Retrosynthesis with Pre-training AAAI 2023 Learning Customized Visual Models With Retrieval-Augmented Knowledge CVPR 2023 Learning from Mistakes via Cooperative Study Assistant for Large Language Models EMNLP 2023 Learning Neural PDE Solvers with Parameter-Guided Channel Attention ICML 2023 Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency ACL 2023 Learning on Manifolds: Universal Approximations Properties using Geometric Controllability Conditions for Neural ODEs L4DC 2023 Learning to See the Physical World AAAI 2023 Learn Your Tokens: Word-Pooled Tokenization for Language Modeling EMNLP 2023 LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models NeurIPS 2023 Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification IJCAI 2023 LIMA: Less Is More for Alignment NeurIPS 2023 LinSATNet: The Positive Linear Satisfiability Neural Networks ICML 2023 LLM4Vis: Explainable Visualization Recommendation using ChatGPT EMNLP 2023 LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models EMNLP 2023 LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning NeurIPS 2023 Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning EMNLP 2023 LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023