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upvoted 4 papers 3 months ago

Good Intentions Beyond ACL: Who Does NLP for Social Good, and Where?

Paper • 2510.04434 • Published Oct 6, 2025 • 5

DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search

Paper • 2509.25454 • Published Sep 29, 2025 • 141

Multiplayer Nash Preference Optimization

Paper • 2509.23102 • Published Sep 27, 2025 • 62

MesaTask: Towards Task-Driven Tabletop Scene Generation via 3D Spatial Reasoning

Paper • 2509.22281 • Published Sep 26, 2025 • 32

upvoted a paper 4 months ago

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10, 2025 • 190

upvoted 3 papers 5 months ago

VeriGUI: Verifiable Long-Chain GUI Dataset

Paper • 2508.04026 • Published Aug 6, 2025 • 161

Diversity-Enhanced Reasoning for Subjective Questions

Paper • 2507.20187 • Published Jul 27, 2025 • 25

The Invisible Leash: Why RLVR May Not Escape Its Origin

Paper • 2507.14843 • Published Jul 20, 2025 • 85

upvoted 2 papers 7 months ago

Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models

Paper • 2505.20236 • Published May 26, 2025 • 2

The Pragmatic Mind of Machines: Tracing the Emergence of Pragmatic Competence in Large Language Models

Paper • 2505.18497 • Published May 24, 2025 • 2

upvoted a paper 10 months ago

MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation

Paper • 2503.10497 • Published Mar 13, 2025 • 2

upvoted 2 papers 11 months ago

MMVU: Measuring Expert-Level Multi-Discipline Video Understanding

Paper • 2501.12380 • Published Jan 21, 2025 • 84

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22, 2025 • 432