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Foundation Models

4845 directly classified papers

Papers per year

Papers

Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method AAAI 2025

SNAP: Semantic Stories for Next Activity Prediction AAAI 2025

Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025

AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors AAAI 2025

Efficient Language-instructed Skill Acquisition via Reward-Policy Co-Evolution AAAI 2025

Safe Planner: Empowering Safety Awareness in Large Pre-Trained Models for Robot Task Planning AAAI 2025

GenPlan: Generative Sequence Models as Adaptive Planners AAAI 2025

Evaluating the Evaluator: Measuring LLMs’ Adherence to Task Evaluation Instructions AAAI 2025

Approximated Variational Bayesian Inverse Reinforcement Learning for Large Language Model Alignment AAAI 2025

CareBot: A Pioneering Full-Process Open-Source Medical Language Model AAAI 2025

Flow Factorization for Efficient Generative Flow Networks AAAI 2025

Developing Multimodal Healthcare Foundation Model: From Data-driven to Knowledge-enhanced AAAI 2025

Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement ACL 2025

Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts AAAI 2025

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory ACL 2025

Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models ACL 2025

AssoCiAm: A Benchmark for Evaluating Association Thinking while Circumventing Ambiguity EMNLP 2025

Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System ACL 2025

Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond IJCAI 2025

Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking ACL 2025

Enhancing Aging Biomarker Research through Large Language Models and Knowledge Graphs (Student Abstract) AAAI 2025

Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025

A Semantic Framework for Neurosymbolic Computation (Abstract Reprint) IJCAI 2025

LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025

STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks IJCAI 2025