Artificial Intelligence › Core AI ›

Foundation Models

4845 directly classified papers

Papers per year

Papers

A General Theoretical Paradigm to Understand Learning from Human Preferences AISTATS 2024

Solving Attention Kernel Regression Problem via Pre-conditioner AISTATS 2024

Federated Prompt Learning for Weather Foundation Models on Devices IJCAI 2024

Faster and Lighter LLMs: A Survey on Current Challenges and Way Forward IJCAI 2024

An LLM-enhanced Agent-based Simulation Tool for Information Propagation IJCAI 2024

A Survey on Neural Question Generation: Methods, Applications, and Prospects IJCAI 2024

LeRet: Language-Empowered Retentive Network for Time Series Forecasting IJCAI 2024

Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation IJCAI 2024

Federated Adaptation for Foundation Model-based Recommendations IJCAI 2024

MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement IJCAI 2024

Large Language Models Are Not Strong Abstract Reasoners IJCAI 2024

ADELT: Transpilation between Deep Learning Frameworks IJCAI 2024

GRASP: A Novel Benchmark for Evaluating Language GRounding and Situated Physics Understanding in Multimodal Language Models IJCAI 2024

Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning IJCAI 2024

LocMoE: A Low-overhead MoE for Large Language Model Training IJCAI 2024

InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024

MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge IJCAI 2024

Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds IJCAI 2024

Empowering Time Series Analysis with Large Language Models: A Survey IJCAI 2024

Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models IJCAI 2024

Large Language Models for Time Series: A Survey IJCAI 2024

NeuroSymbolic LLM for Mathematical Reasoning and Software Engineering IJCAI 2024

GigaPevt: Multimodal Medical Assistant IJCAI 2024

Integrating LLM, VLM, and Text-to-Image Models for Enhanced Information Graphics: A Methodology for Accurate and Visually Engaging Visualizations IJCAI 2024

ProMoAI: Process Modeling with Generative AI IJCAI 2024