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1. Sustainable science mapping: benchmarking green AI against transformers for cross-disciplinary abstract classification using arXiv

Erkan M. A., Yozgatlıgil C.
SCIENTIFIC REPORTS , vol.16, pp.1-23, 2026 (SCI-Expanded, Scopus) Sustainable Development
Papers Presented at Peer-Reviewed Scientific Conferences 1

1. A Compositional Data Analysis Framework for Diagnosing {LLM} Reasoning over Time Series Anomalies

Erkan M. A., Yozgatlıgil C., Akyıldız E. B.
Data Science, Statistics and Visualizations 2026, Trento, Italy, 29 June - 01 July 2026, pp.117-118, (Full Text) Creative Commons License Sustainable Development
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TurkishLegalBench: A Comprehensive Multi-Task Benchmark Suite for Turkish Legal NLP

Erkan M. A., Yozgatlıgil C.
DescriptionTurkishLegalBench is a large-scale, multi-task benchmark suite specifically designed for Natural Language Processing (NLP) in the Turkish legal domain. The dataset consists of 38,009 authentic legal documents curated from Turkish high courts. It covers seven distinct legal tasks categorized under three pillars: Classification (TurkVerdict, TurkVenue, TurkCanon), Extraction (TurkChronos, TurkCite), and Reasoning (TurkCoherence, TurkAudit). This resource aims to bridge the gap in low-resource legal NLP for Turkish and provides a standardized evaluation framework for researchers.https://doi.org/10.5281/zenodo.18555735 : 4 Sustainable Development Creative Commons License
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