Writerslogic

mentions 2 type Organization feed RSS

// recent coverage 2 mentions

04:00

2026-10-05

machinebrief.com

ai-research

Writerslogic at PAN 2026: Process over Content for Robust Detection under Domain Shift

Writerslogic's systems placed 1st in source detection (0.85 macro F1) and 3rd in safety classification (0.66 macro F1) on the PAN at CLEF 2026 Reasoning Trajectory Detection task, where training was e…

04:00

2026-10-05

machinebrief.com

natural-language-processing

Writerslogic at the CLEF 2026 SimpleText Track: Multi-Candidate LLM Simplification and Stacked Complexity Spotting

The Writerslogic team's Claude Sonnet 4 submission ranked first among sentence-level systems in Task 1.1 of the CLEF 2026 SimpleText shared task with a SARI of 47.43 and BLEU of 14.21, placing third o…

// co-occurs with top 8 entities

PAN at CLEF 2026 1 DeBERTa-v2 1 LightGBM 1 SmolLM-135M 1 arXiv 1 CLEF 2026 SimpleText 1 GPT-4o-mini 1 Claude Sonnet 4 1

// topics top 5 topics

ai research 2 machine learning 2 natural language processing 2 ai safety 1 large language models 1