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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…

Cited by 0SourcePDFScholar
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…

Cited by 0SourcePDFScholar
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 6SourceScholar