Felix Tuma

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upvoted 4 papers 16 days ago

NeuroAda: Activating Each Neuron's Potential for Parameter-Efficient Fine-Tuning

Paper • 2510.18940 • Published 28 days ago • 8

Redefining Retrieval Evaluation in the Era of LLMs

Paper • 2510.21440 • Published 26 days ago • 4

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published 20 days ago • 211

Defeating the Training-Inference Mismatch via FP16

Paper • 2510.26788 • Published 19 days ago • 27

upvoted 2 papers 21 days ago

DeepAgent: A General Reasoning Agent with Scalable Toolsets

Paper • 2510.21618 • Published 25 days ago • 95

Multi-Agent Evolve: LLM Self-Improve through Co-evolution

Paper • 2510.23595 • Published 22 days ago • 10

upvoted 2 papers about 2 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 Sep 29 • 19

TrustJudge: Inconsistencies of LLM-as-a-Judge and How to Alleviate Them

Paper • 2509.21117 • Published Sep 25 • 29

upvoted 2 papers 2 months ago

MachineLearningLM: Continued Pretraining Language Models on Millions of Synthetic Tabular Prediction Tasks Scales In-Context ML

Paper • 2509.06806 • Published Sep 8 • 63

Language Self-Play For Data-Free Training

Paper • 2509.07414 • Published Sep 9 • 28

upvoted 10 papers 3 months ago

StepWiser: Stepwise Generative Judges for Wiser Reasoning

Paper • 2508.19229 • Published Aug 26 • 20

Hermes 4 Technical Report

Paper • 2508.18255 • Published Aug 25 • 40

Prompt Orchestration Markup Language

Paper • 2508.13948 • Published Aug 19 • 48

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

Paper • 2508.13167 • Published Aug 6 • 127

AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators

Paper • 2508.09101 • Published Aug 12 • 8

Can LLM-Generated Textual Explanations Enhance Model Classification Performance? An Empirical Study

Paper • 2508.09776 • Published Aug 13 • 3

Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models

Paper • 2508.09968 • Published Aug 13 • 15

Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models

Paper • 2508.09138 • Published Aug 12 • 36

Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous RL

Paper • 2508.07976 • Published Aug 11 • 51

LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools?

Paper • 2508.01780 • Published Aug 3 • 20