Foundation Models

SoFA: Shielded On-the-fly Alignment via Priority Rule Following ACL 2024 Solving Attention Kernel Regression Problem via Pre-conditioner AISTATS 2024 Solving for X and Beyond: Can Large Language Models Solve Complex Math Problems with More-Than-Two Unknowns? EMNLP 2024 SoMeLVLM: A Large Vision Language Model for Social Media Processing ACL 2024 SonicVisionLM: Playing Sound with Vision Language Models CVPR 2024 Source-Free Domain Adaptation with Frozen Multimodal Foundation Model CVPR 2024 Space-Time Continuous PDE Forecasting using Equivariant Neural Fields NeurIPS 2024 SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models ACL 2024 SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery IJCAI 2024 Sparse High Rank Adapters NeurIPS 2024 SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors NeurIPS 2024 Speech foundation models in healthcare: Effect of layer selection on pathological speech feature prediction Interspeech 2024 SplattingAvatar: Realistic Real-Time Human Avatars with Mesh-Embedded Gaussian Splatting CVPR 2024 Sprout: Green Generative AI with Carbon-Efficient LLM Inference EMNLP 2024 Stable Language Model Pre-training by Reducing Embedding Variability EMNLP 2024 StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models ACL 2024 StackEval: Benchmarking LLMs in Coding Assistance NeurIPS 2024 STAGE: Simplified Text-Attributed Graph Embeddings using Pre-trained LLMs ACL 2024 STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases NeurIPS 2024 Statistical Rejection Sampling Improves Preference Optimization ICLR 2024 Steering Llama 2 via Contrastive Activation Addition ACL 2024 Steering Prototypes With Prompt-Tuning for Rehearsal-Free Continual Learning WACV 2024 Steering Your Generalists: Improving Robotic Foundation Models via Value Guidance CoRL 2024 Step-level Value Preference Optimization for Mathematical Reasoning EMNLP 2024 Stochastic Neural Simulator for Generalizing Dynamical Systems across Environments IJCAI 2024