ENTITY
PAN 2026
PAN 2026
PulseAugur coverage of PAN 2026 — every cluster mentioning PAN 2026 across labs, papers, and developer communities, ranked by signal.
Total · 30d
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2 over 90d
Releases · 30d
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0 over 90d
Papers · 30d
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2 over 90d
TIER MIX · 90D
TOPICS
RECENT · PAGE 1/1 · 2 TOTAL
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New framework tackles generative plagiarism detection for LLMs
Researchers have developed a new framework called Source-Conditioned Description-Length Gain (SCDG) to address the challenge of detecting generative plagiarism from large language models. This training-free method measu…
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AI-text detection models achieve strong out-of-distribution performance · 2 sources tracked
A research paper details a method for detecting AI-generated text by fine-tuning BERT-tiny models with Bayesian classification heads and selecting texts from multiple datasets. This approach, tested on the PAN 2026 data…