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Yumin Kim

YuminKim

Yu-billie

AI & ML interests

NLG, Data Augmentation with LLMs

Recent Activity

upvoted a paper 14 days ago

Agentic Knowledgeable Self-awareness

upvoted a paper 26 days ago

Open Deep Search: Democratizing Search with Open-source Reasoning Agents

liked a dataset 28 days ago

pszemraj/qmsum-cleaned

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Organizations

YuminKim's activity

upvoted a paper 14 days ago

Agentic Knowledgeable Self-awareness

Paper • 2504.03553 • Published 20 days ago • 28

upvoted a paper 26 days ago

Open Deep Search: Democratizing Search with Open-source Reasoning Agents

Paper • 2503.20201 • Published 30 days ago • 46

upvoted a paper about 1 month ago

Survey on Evaluation of LLM-based Agents

Paper • 2503.16416 • Published Mar 20 • 89

upvoted 2 articles about 1 month ago

Article

AI Policy: 🤗 Response to the White House AI Action Plan RFI

Mar 19

• 26

Article

AI Agents Are Here. What Now?

Jan 13

• 76

upvoted 2 papers about 1 month ago

SafeArena: Evaluating the Safety of Autonomous Web Agents

Paper • 2503.04957 • Published Mar 6 • 21

Exploiting Instruction-Following Retrievers for Malicious Information Retrieval

Paper • 2503.08644 • Published Mar 11 • 16

upvoted a paper about 2 months ago

The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1

Paper • 2502.12659 • Published Feb 18 • 7

upvoted 2 papers 2 months ago

Why Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region

Paper • 2502.13946 • Published Feb 19 • 10

SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL

Paper • 2502.11438 • Published Feb 17 • 7

upvoted a collection 3 months ago

Deepseek Papers

Collection

Deepseek papers collection • 19 items • Updated 20 days ago • 191

upvoted 2 papers 3 months ago

GuardReasoner: Towards Reasoning-based LLM Safeguards

Paper • 2501.18492 • Published Jan 30 • 87

Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS

Paper • 2411.18478 • Published Nov 27, 2024 • 38

upvoted 7 papers 4 months ago

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though

Paper • 2501.04682 • Published Jan 8 • 98

rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published Jan 8 • 277

GeAR: Generation Augmented Retrieval

Paper • 2501.02772 • Published Jan 6 • 23

Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models

Paper • 2501.01830 • Published Jan 3 • 18

Personalized Graph-Based Retrieval for Large Language Models

Paper • 2501.02157 • Published Jan 4 • 32

BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning

Paper • 2501.03226 • Published Jan 6 • 45

Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers

Paper • 2501.02393 • Published Jan 4 • 8