Foundation Models

Large Language Models are Geographically Biased ICML 2024 Large Language Models are Limited in Out-of-Context Knowledge Reasoning EMNLP 2024 Large Language Models are not Fair Evaluators ACL 2024 Large Language Models Are Not Strong Abstract Reasoners IJCAI 2024 Large Language Models Are State-of-the-Art Evaluator for Grammatical Error Correction NAACL 2024 Large Language Models are Students at Various Levels: Zero-shot Question Difficulty Estimation EMNLP 2024 Large Language Models as Tool Makers ICLR 2024 Large Language Models Cannot Self-Correct Reasoning Yet ICLR 2024 Large Language Models Can Self-Correct with Key Condition Verification EMNLP 2024 Large Language Models Encode the Practice of Medicine NAACL 2024 Large Language Models' Expert-level Global History Knowledge Benchmark (HiST-LLM) NeurIPS 2024 Large Language Models for Data Annotation and Synthesis: A Survey EMNLP 2024 Large Language Models for Generative Recommendation: A Survey and Visionary Discussions COLING 2024 Large Language Models for Mathematical Reasoning: Progresses and Challenges EACL 2024 Large Language Models for Time Series: A Survey IJCAI 2024 Large Language Models Play StarCraft II:Benchmarks and A Chain of Summarization Approach NeurIPS 2024 Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions NAACL 2024 Large Language Models to Enhance Bayesian Optimization ICLR 2024 Large Language Model Unlearning NeurIPS 2024 Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages ICLR 2024 Large Pre-trained time series models for cross-domain Time series analysis tasks NeurIPS 2024 LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning EMNLP 2024 LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles COLING 2024 Layer Collaboration in the Forward-Forward Algorithm AAAI 2024 LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models ICLR 2024