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Literature Review: AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench

5 min read · July 19, 2025

2025 · Agentic AI LLM Automation · research
Literature Review: SelfElicit - Your Language Model Secretly Knows Where is the Relevant Evidence

4 min read · July 13, 2025

2025 · LLM Attention Mechanisms RAG Interpretability · research
Literature Review: A Survey on Latent Reasoning

4 min read · July 13, 2025

2025 · Latent Reasoning Chain-of-Thought LLM Transformer Architecture Mechanistic Interpretability Diffusion Models · research
Literature Review: Teaching Language Models to Self-Improve by Learning from Language Feedback

3 min read · July 05, 2025

2025 · LLM AI Alignment Language Feedback Trustworthy AI · research
Literature Review: On-Policy RL with Optimal Reward Baseline

3 min read · July 05, 2025

2025 · RLHF Reinforcement Learning LLM Policy Optimization · research