Automating Database-Native Function Code Synthesis with LLMs
Paper • 2604.06231 • Published • 17
Felix Tuma
floom
AI & ML interests
NLP
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papers 7 months ago
Adaptation of Agentic AI
Paper • 2512.16301 • Published • 111
GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators
Paper • 2512.19682 • Published • 19
Can LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction
Paper • 2512.18880 • Published • 25
upvoted 6
papers 9 months ago
NeuroAda: Activating Each Neuron's Potential for Parameter-Efficient Fine-Tuning
Paper • 2510.18940 • Published • 9
Redefining Retrieval Evaluation in the Era of LLMs
Paper • 2510.21440 • Published • 9
Scaling Latent Reasoning via Looped Language Models
Paper • 2510.25741 • Published • 234
Defeating the Training-Inference Mismatch via FP16
Paper • 2510.26788 • Published • 32
DeepAgent: A General Reasoning Agent with Scalable Toolsets
Paper • 2510.21618 • Published • 103
Multi-Agent Evolve: LLM Self-Improve through Co-evolution
Paper • 2510.23595 • Published • 14
upvoted 4
papers 10 months ago
From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones
Paper • 2509.25123 • Published • 22
TrustJudge: Inconsistencies of LLM-as-a-Judge and How to Alleviate Them
Paper • 2509.21117 • Published • 30
MachineLearningLM: Continued Pretraining Language Models on Millions of Synthetic Tabular Prediction Tasks Scales In-Context ML
Paper • 2509.06806 • Published • 65
Language Self-Play For Data-Free Training
Paper • 2509.07414 • Published • 31
upvoted 5
papers 11 months ago
StepWiser: Stepwise Generative Judges for Wiser Reasoning
Paper • 2508.19229 • Published • 20
Hermes 4 Technical Report
Paper • 2508.18255 • Published • 54
Prompt Orchestration Markup Language
Paper • 2508.13948 • Published • 48
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
Paper • 2508.13167 • Published • 129
AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators
Paper • 2508.09101 • Published • 8