Foundation Models

Branch-Solve-Merge Improves Large Language Model Evaluation and Generation NAACL 2024 Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models EMNLP 2024 Breaking through the learning plateaus of in-context learning in Transformer ICML 2024 Breathing Life Into Sketches Using Text-to-Video Priors CVPR 2024 Bridge-IF: Learning Inverse Protein Folding with Markov Bridges NeurIPS 2024 Bridging the Novice-Expert Gap via Models of Decision-Making: A Case Study on Remediating Math Mistakes NAACL 2024 Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models NeurIPS 2024 By My Eyes: Grounding Multimodal Large Language Models with Sensor Data via Visual Prompting EMNLP 2024 By Tying Embeddings You Are Assuming the Distributional Hypothesis ICML 2024 CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs CVPR 2024 Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling ICML 2024 Calc-CMU at SemEval-2024 Task 7: Pre-Calc - Learning to Use the Calculator Improves Numeracy in Language Models SemEval 2024 Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NeurIPS 2024 Can GPT-4 Recover Latent Semantic Relational Information from Word Associations? A Detailed Analysis of Agreement with Human-annotated Semantic Ontologies. COLING 2024 Can Language Models Learn to Skip Steps? NeurIPS 2024 Can Language Models Recognize Convincing Arguments? EMNLP 2024 Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation ACL 2024 Can LLM Graph Reasoning Generalize beyond Pattern Memorization? EMNLP 2024 Can LLMs Reason in the Wild with Programs? EMNLP 2024 Can LLMs replace Neil deGrasse Tyson? Evaluating the Reliability of LLMs as Science Communicators EMNLP 2024 Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements ACL 2024 Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases ACL 2024 Can Transformers Smell Like Humans? NeurIPS 2024 CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues EMNLP 2024 Can We Instruct LLMs to Compensate for Position Bias? EMNLP 2024