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YedsonUQ 's Collections
Fine-Tuning, PEFT
Hallucination Frameworks Ideas
Understanding LLM Representation
Efficient Inference
Test-Time Scaling (TTS)
Agents AI
Long-context
Foundational Deep Learning - Architecture
AI-Automated Scientific Research
Benchmark and Evaluation
Distributed Training and Federated Learning
Explainable AI - Interpretable AI
Findings
Theory, Conceptualization, Paradigms
Hallucination
Learning Paradigm/Scheme
Models Series
Reasoning - Chain-of-Thought
Reinforcement Learning (RL)
Retrieval Augmented Generation (RAG)
Uncertainty Quantification
Survey

AI-Automated Scientific Research

updated May 26
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  • SurveyX: Academic Survey Automation via Large Language Models

    Paper • 2502.14776 • Published Feb 20 • 101

  • The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

    Paper • 2408.06292 • Published Aug 12, 2024 • 127

  • Towards an AI co-scientist

    Paper • 2502.18864 • Published Feb 26 • 52

  • Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

    Paper • 2504.17192 • Published Apr 24 • 116

  • NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

    Paper • 2505.16938 • Published May 22 • 121
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