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upvoted a paper 5 days ago

PhyCritic: Multimodal Critic Models for Physical AI

Paper • 2602.11124 • Published 5 days ago • 50

upvoted 2 papers 6 days ago

OPE: Overcoming Information Saturation in Parallel Thinking via Outline-Guided Path Exploration

Paper • 2602.08344 • Published 8 days ago • 5

SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Paper • 2602.08234 • Published 8 days ago • 65

upvoted a paper 12 days ago

Training Data Efficiency in Multimodal Process Reward Models

Paper • 2602.04145 • Published 13 days ago • 76

upvoted 3 papers 13 days ago

CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs

Paper • 2602.03048 • Published 14 days ago • 33

Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation

Paper • 2602.03619 • Published 14 days ago • 26

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published 13 days ago • 26

upvoted a paper 14 days ago

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Paper • 2601.22628 • Published 18 days ago • 34

upvoted 3 papers about 1 month ago

PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning

Paper • 2601.05593 • Published Jan 9 • 84

RelayLLM: Efficient Reasoning via Collaborative Decoding

Paper • 2601.05167 • Published Jan 8 • 31

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Paper • 2601.03986 • Published Jan 7 • 34

upvoted a paper 2 months ago

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning

Paper • 2512.07461 • Published Dec 8, 2025 • 78

upvoted 4 papers 3 months ago

Multi-Crit: Benchmarking Multimodal Judges on Pluralistic Criteria-Following

Paper • 2511.21662 • Published Nov 26, 2025 • 11

First Frame Is the Place to Go for Video Content Customization

Paper • 2511.15700 • Published Nov 19, 2025 • 53

VisPlay: Self-Evolving Vision-Language Models from Images

Paper • 2511.15661 • Published Nov 19, 2025 • 43

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

Paper • 2511.07003 • Published Nov 10, 2025 • 34

upvoted 4 papers 4 months ago

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

Paper • 2510.26658 • Published Oct 30, 2025 • 29

StatEval: A Comprehensive Benchmark for Large Language Models in Statistics

Paper • 2510.09517 • Published Oct 10, 2025 • 7

NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents

Paper • 2510.07172 • Published Oct 8, 2025 • 28

DeepPrune: Parallel Scaling without Inter-trace Redundancy

Paper • 2510.08483 • Published Oct 9, 2025 • 24