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upvoted a paper 1 day ago

Reinforcement Learning for Self-Improving Agent with Skill Library

Paper • 2512.17102 • Published 7 days ago • 18

upvoted an article 5 days ago

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Article

Efficient MultiModal Data Pipeline

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Jul 8

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upvoted an article 7 days ago

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Article

Tokenization in Transformers v5: Simpler, Clearer, and More Modular

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8 days ago

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upvoted a collection 7 days ago

Sparse Auto-Encoders (SAEs) for Mechanistic Interpretability

Collection

A compilation of sparse auto-encoders trained on large language models. • 37 items • Updated 9 days ago • 14

upvoted a collection 8 days ago

Nemotron-Cascade

Collection

Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models • 17 items • Updated 2 days ago • 36

upvoted 15 papers 10 days ago

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20 • 193

ProjectTest: A Project-level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms

Paper • 2502.06556 • Published Feb 10 • 3

MERA Code: A Unified Framework for Evaluating Code Generation Across Tasks

Paper • 2507.12284 • Published Jul 16 • 7

On Differentially Private String Distances

Paper • 2411.05750 • Published Nov 8, 2024 • 2

Peregrine: A Pattern-Aware Graph Mining System

Paper • 2004.02369 • Published Apr 6, 2020 • 2

Value-Based Deep RL Scales Predictably

Paper • 2502.04327 • Published Feb 6 • 7

Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?

Paper • 2309.08963 • Published Sep 16, 2023 • 12

Lean Meets Theoretical Computer Science: Scalable Synthesis of Theorem Proving Challenges in Formal-Informal Pairs

Paper • 2508.15878 • Published Aug 21 • 1

Compact Neural Graphics Primitives with Learned Hash Probing

Paper • 2312.17241 • Published Dec 28, 2023 • 8

From Theory to Practice: Plug and Play with Succinct Data Structures

Paper • 1311.1249 • Published Nov 5, 2013 • 1

Health system learning achieves generalist neuroimaging models

Paper • 2511.18640 • Published Nov 23 • 3

Pretraining Large Language Models with NVFP4

Paper • 2509.25149 • Published Sep 29 • 15

Pre-trained knowledge elevates large language models beyond traditional chemical reaction optimizers

Paper • 2509.00103 • Published Aug 27 • 1

CHESS: Contextual Harnessing for Efficient SQL Synthesis

Paper • 2405.16755 • Published May 27, 2024 • 2

Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data

Paper • 2406.14546 • Published Jun 20, 2024 • 3