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Bing Zhang

3 accepted papers

2025

Challenges and Remedies of Domain-Specific Classifiers as LLM Guardrails: Self-Harm as a Case Study

NAACL 2025industry

Context:Despite the impressive capabilities of Large Language Models (LLMs), they pose significant risks in many domains and therefore require guardrails throughout the lifecycle.Problem:Many such guardrails are trained as classifiers with domain-specific human text datasets obtained from sources su…

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2025

Evaluating Large Language Models with Enterprise Benchmarks

NAACL 2025industry

The advancement of large language models (LLMs) has led to a greater challenge of having a rigorous and systematic evaluation of complex tasks performed, especially in enterprise applications. Therefore, LLMs need to be benchmarked with enterprise datasets for a variety of NLP tasks. This work explo…

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2024

Motion Control of Magnetic-Controlled Spiral Microrobots for In-vitro Plaque Removal

RA-L 2024

Non-contact magnetic-controlled microrobots exhibit great potential in vascular intervention medicine due to their efficiency and safety. This paper introduces a novel helical magnetic microrobot designed and manufactured with integrated consideration for structural functionality and controllability

Cited by 6Source ↗Scholar ↗