Tag: frontier large language models
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ReVEL: LLM-Guided Heuristic Evolution for Optimization
Discover ReVEL, a multi-turn LLM-guided framework enhancing heuristic evolution for NP-hard combinatorial optimization via structured feedback.
Pramana: Fine-Tuning LLMs for Epistemic Reasoning
Discover Pramana, a method fine-tuning large language models with Navya-Nyaya logic to enhance epistemic reasoning and reduce AI hallucinations.
LiveCoder: Optimizing Repository-Level Code Generation
Discover LiveCoder, a framework that boosts repository-level code generation by reusing task-specific knowledge across multiple attempts for better results...
EnvGraph: Executable Repository-Level Code Generation
Discover EnvGraph, a novel framework enhancing executable repository-level code generation via environment alignment and execution evidence.
LangFIR: Efficient Language Steering Using Monolingual Data
Discover LangFIR, a method that uses sparse features from monolingual data to improve language steering in large language models with high accuracy.