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Wenkai Li

5 accepted papers

2025

BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data

ACL 2025long

In this work, we tackle the challenge of embedding realistic human personality traits into LLMs. Previous approaches have primarily focused on prompt-based methods that describe the behavior associated with the desired personality traits, suffering from realism and validity issues. To address these…

Cited by 0SourcePDFScholar
2025

SCALM: Detecting Bad Practices in Smart Contracts Through LLMs

AAAI 2025technical

As the Ethereum platform continues to mature and gain widespread usage, it is crucial to maintain high standards of smart contract writing practices. While bad practices in smart contracts may not directly lead to security issues, they do elevate the risk of encountering problems. Therefore, to unde…

2025

Toward Global AI Inclusivity: A Large-Scale Multilingual Terminology Dataset (GIST)

ACL 2025finding

The field of machine translation has achieved significant advancements, yet domain-specific terminology translation, particularly in AI, remains challenging. This work introduces GIST, a large-scale multilingual AI terminology dataset containing 5K terms extracted from top AI conference papers spann…

2024

Automatic Generation of Model and Data Cards: A Step Towards Responsible AI

NAACL 2024long

In an era of model and data proliferation in machine learning/AI especially marked by the rapid advancement of open-sourced technologies, there arises a critical need for standardized consistent documentation. Our work addresses the information incompleteness in current human-written model and data…