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upvoted a paper 7 days ago

Beyond English: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs

Paper • 2511.07003 • Published 9 days ago • 31

upvoted a paper 19 days ago

The Era of Agentic Organization: Learning to Organize with Language Models

Paper • 2510.26658 • Published 20 days ago • 25

upvoted 4 papers about 1 month ago

StatEval: A Comprehensive Benchmark for Large Language Models in Statistics

Paper • 2510.09517 • Published Oct 10 • 6

NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents

Paper • 2510.07172 • Published Oct 8 • 28

DeepPrune: Parallel Scaling without Inter-trace Redundancy

Paper • 2510.08483 • Published Oct 9 • 24

Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution

Paper • 2509.25301 • Published Sep 29 • 17

upvoted 3 papers about 2 months ago

VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning

Paper • 2510.01444 • Published Oct 1 • 19

CLUE: Non-parametric Verification from Experience via Hidden-State Clustering

Paper • 2510.01591 • Published Oct 2 • 26

TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning

Paper • 2509.25760 • Published Sep 30 • 54

upvoted 3 papers 2 months ago

FlowRL: Matching Reward Distributions for LLM Reasoning

Paper • 2509.15207 • Published Sep 18 • 113

Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation

Paper • 2509.15194 • Published Sep 18 • 33

Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models

Paper • 2509.12132 • Published Sep 15 • 5

upvoted an article 2 months ago

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Article

mem-agent: Persistent, Human Readable Memory Agent Trained with Online RL

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Sep 11

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25

upvoted 7 papers 2 months ago

EchoX: Towards Mitigating Acoustic-Semantic Gap via Echo Training for Speech-to-Speech LLMs

Paper • 2509.09174 • Published Sep 11 • 57

CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models

Paper • 2509.09675 • Published Sep 11 • 28

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10 • 188

Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning

Paper • 2509.03646 • Published Sep 3 • 30

Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search

Paper • 2509.07969 • Published Sep 9 • 59

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9 • 99

Reverse-Engineered Reasoning for Open-Ended Generation

Paper • 2509.06160 • Published Sep 7 • 148