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Home/Authors/Ash Lewis

Ash Lewis

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
Benchmarked
0

Publications per year

1
26

Top categories

NLP×1Crypto×1

Frequent co-authors

Urchade Zaratiana1×
Mary Newhauser1×
George Hurn-Maloney1×

Research Timeline

2026
GLiGuard: Schema-Conditioned Classification for LLM Safeguard

GLiGuard introduces a compact, schema-conditioned bidirectional encoder that achieves state-of-the-art performance in LLM content moderation across multiple safety dimensions while drastically reducing model size and inference latency compared to large autoregressive guardrails.

Highlighted terms show continued research focus across papers

Papers

cs.CLcs.CRRecentMay 8, 2026

GLiGuard: Schema-Conditioned Classification for LLM Safeguard

Urchade Zaratiana, Mary Newhauser, George Hurn-Maloney, Ash Lewis

GLiGuard introduces a compact, schema-conditioned bidirectional encoder that achieves state-of-the-art performance in LLM content moderation across multiple safety dimensions while drastically reducin…

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