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Tianshi ZHENG's picture
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Tianshi ZHENG PRO

StoneTZHENG
gzone0111's profile picture
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  • StoneTZHENG

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Recent Activity

upvoted a paper 3 days ago
MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models
upvoted a paper 4 days ago
Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context
upvoted a paper 11 days ago
Evaluation-driven Scaling for Scientific Discovery
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authored 6 papers 7 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
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