Foundation Models

Multimodal Fusion for Vocal Biomarkers Using Vector Cross-Attention Interspeech 2024 Multimodal Large Language Models Make Text-to-Image Generative Models Align Better NeurIPS 2024 Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities CVPR 2024 Multimodal Table Understanding ACL 2024 Multi-modal Transfer Learning between Biological Foundation Models NeurIPS 2024 Multi-Objective Neural Architecture Search by Learning Search Space Partitions JMLR 2024 Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models COLING 2024 Multi-property Steering of Large Language Models with Dynamic Activation Composition EMNLP 2024 Multi-Stage Prompting for Next Best Agent Recommendations in Adaptive Workflows AAAI 2024 MuMath: Multi-perspective Data Augmentation for Mathematical Reasoning in Large Language Models NAACL 2024 MusicRL: Aligning Music Generation to Human Preferences ICML 2024 MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering NeurIPS 2024 MVP-Bench: Can Large Vision-Language Models Conduct Multi-level Visual Perception Like Humans? EMNLP 2024 Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives EMNLP 2024 NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ACL 2024 NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation RSS 2024 Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science COLING 2024 Navigating Scaling Laws: Compute Optimality in Adaptive Model Training ICML 2024 Nemesis: Normalizing the Soft-prompt Vectors of Vision-Language Models ICLR 2024 Nested Noun Phrase Identification Using BERT COLING 2024 Neuron-Level Knowledge Attribution in Large Language Models EMNLP 2024 Neurosymbolic Grounding for Compositional World Models ICLR 2024 NeuroSymbolic LLM for Mathematical Reasoning and Software Engineering IJCAI 2024 NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism ACL 2024 News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring EMNLP 2024