Tianshi ZHENG PRO

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authored 6 papers 3 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