Taylor Berg-Kirkpatrick
2 indexed papers
Recent (6 mo)
2With code
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226
Top categories
NLP×1Vision×1ML×1AI×1
Frequent co-authors
Research Timeline
2026
Learning the Error Patterns of Language Models
The paper introduces prefix filters and an algorithm (Palla) to systematically learn and apply specific error patterns in Large Language Models, significantly improving constrained generation tasks like code compilation.
Do Text Edits Generalize to Visual Generation? Benchmarking Cross-Modal Knowledge Editing in UMMs
The paper introduces UniKE, a benchmark showing that successful knowledge edits in text-only multimodal models do not reliably transfer to image generation, revealing a significant modality gap.
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Papers
cs.CLcs.CVRecentMay 30, 2026
Do Text Edits Generalize to Visual Generation? Benchmarking Cross-Modal Knowledge Editing in UMMs
The paper introduces UniKE, a benchmark showing that successful knowledge edits in text-only multimodal models do not reliably transfer to image generation, revealing a significant modality gap.
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cs.LGcs.AIRecentMay 27, 2026