Retrieval-Augmented Generation Improves LLM Performance on Competitive Programming
Embedding-based retrieval with similarity search enhances LLMs in solving algorithmic problems from CodeContests dataset.
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Stellar Colosseum: A Many-Agent Harness for Long-Horizon Research in Mathematics and Theoretical Computer Science
Stellar Colosseum, a many-agent harness for long-horizon math and TCS research, solves open problems and reaches 71% on TCS-Bench with Gemini models.