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upvoted a paper about 15 hours ago

Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification

Paper • 2601.15808 • Published 5 days ago • 14

upvoted a paper 5 days ago

NAACL: Noise-AwAre Verbal Confidence Calibration for LLMs in RAG Systems

Paper • 2601.11004 • Published 11 days ago • 29

liked a dataset 2 months ago

CognitiveKernel/WebAggregatorQA

Updated Oct 17, 2025 • 122 • 4

upvoted a collection 3 months ago

AutoGraph-R1

Collection

Directly Optimizing Knowledge Graph Construction for RAG using Reinforcement Learning • 11 items • Updated Oct 24, 2025 • 2

authored 6 papers 4 months ago

Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction

Paper • 2404.14215 • Published Apr 22, 2024

Enhancing Transformers for Generalizable First-Order Logical Entailment

Paper • 2501.00759 • Published Jan 1, 2025

LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning

Paper • 2502.11176 • Published Feb 16, 2025

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery

Paper • 2505.13259 • Published May 19, 2025 • 1

Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents

Paper • 2505.14104 • Published May 20, 2025

NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents

Paper • 2510.07172 • Published Oct 8, 2025 • 28

upvoted a paper 4 months ago

NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents

Paper • 2510.07172 • Published Oct 8, 2025 • 28

upvoted a paper 6 months ago

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training

Paper • 2508.00414 • Published Aug 1, 2025 • 94

upvoted a paper 8 months ago

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery

Paper • 2505.13259 • Published May 19, 2025 • 1

updated 3 models over 1 year ago

StoneTZHENG/rloo_tldr_1b_0724

Text Generation • 1B • Updated Jul 25, 2024

StoneTZHENG/rloo_tldr

Text Generation • 1B • Updated Jun 29, 2024

StoneTZHENG/rloo_tldr1

Text Generation • 1B • Updated Jun 23, 2024 • 8