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Foundation Models

4,845 papers

Papers per year

Papers

Hierarchical Long-Document Summarization using LED for Legal Judgments AACL 2025
These Aren’t the Vectors You’re Looking For: A Proof of Quantum Advantage in Compositional Generalization AACL 2025
A Systematic Survey of Quantum Natural Language Processing: Models, Encoding Paradigms, and Evaluation Methods AACL 2025
A Survey of Quantum Natural Language Processing: From Compositional Models to NISQ-Era Empiricism AACL 2025
7 Points to Tsinghua but 10 Points to 清华? Assessing Large Language Models in Agentic Multilingual National Bias ACL 2025
Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy NIPS 2024
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling NIPS 2024
Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens NIPS 2024
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection NIPS 2024
HelpSteer 2: Open-source dataset for training top-performing reward models NIPS 2024
Retrieval-Augmented Diffusion Models for Time Series Forecasting NIPS 2024
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling NIPS 2024
ProEdit: Simple Progression is All You Need for High-Quality 3D Scene Editing NIPS 2024
COLD: Causal reasOning in cLosed Daily activities NIPS 2024
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models NIPS 2024
Cell ontology guided transcriptome foundation model NIPS 2024
LLM-based Skill Diffusion for Zero-shot Policy Adaptation NIPS 2024
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning NIPS 2024
UrbanDataLayer: A Unified Data Pipeline for Urban Science NIPS 2024
Understanding Information Storage and Transfer in Multi-Modal Large Language Models NIPS 2024
Limits of Transformer Language Models on Learning to Compose Algorithms NIPS 2024
Meta 3D AssetGen: Text-to-Mesh Generation with High-Quality Geometry, Texture, and PBR Materials NIPS 2024
UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training NIPS 2024
DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents NIPS 2024
Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective NIPS 2024