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Foundation Models

4,845 papers

Papers per year

Papers

Probing the 3D Awareness of Visual Foundation Models CVPR 2024
Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm ACL 2024
Fast Matrix Multiplications for Lookup Table-Quantized LLMs EMNLP 2024
Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework NIPS 2024
Language-driven All-in-one Adverse Weather Removal CVPR 2024
Neuron-Level Knowledge Attribution in Large Language Models EMNLP 2024
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NIPS 2024
AIStorySimilarity: Quantifying Story Similarity Using Narrative for Search, IP Infringement, and Guided Creativity CONLL 2024
Large Language Models are Students at Various Levels: Zero-shot Question Difficulty Estimation EMNLP 2024
Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models ACL 2024
PROC2PDDL: Open-Domain Planning Representations from Texts ACL 2024
Diff-BGM: A Diffusion Model for Video Background Music Generation CVPR 2024
Sheared Backpropagation for Fine-tuning Foundation Models CVPR 2024
BrainLlama at SemEval-2024 Task 6: Prompting Llama to detect hallucinations and related observable overgeneration mistakes NAACL 2024
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction ECCV 2024
Aligning and Prompting Everything All at Once for Universal Visual Perception CVPR 2024
Categorical Flow Matching on Statistical Manifolds NIPS 2024
Temporally Consistent Factuality Probing for Large Language Models EMNLP 2024
CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending ACL 2024
Symbolic Regression with a Learned Concept Library NIPS 2024
Activating Self-Attention for Multi-Scene Absolute Pose Regression NIPS 2024
Clearer Governmental Communication: Text Simplification with ChatGPT Evaluated by Quantitative and Qualitative Research COLING 2024
Autoregressive Score Generation for Multi-trait Essay Scoring EACL 2024
GFT: Graph Foundation Model with Transferable Tree Vocabulary NIPS 2024
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields NIPS 2024