2 papers
cs.AI2026
Intent2Tx: Benchmarking LLMs for Translating Natural Language Intents into Ethereum Transactions
Zhuoran Pan, Yue Li, Zhi Guan +2
The emergence of Large Language Models (LLMs) offers a transformative interface for Web3, yet existing benchmarks fail to capture the complexity of translating high-level user inte…
cs.CR2026
OMNIINTENT: A Trusted Intent-Centric Framework for User-Friendly Web3
Zhuoran Pan, Yue Li, Zhi Guan +2
The increasingly complex Web3 ecosystem and decentralized finance (DeFi) landscape demand ever higher levels of technical expertise and financial literacy from participants. The In…