BERTurk
PulseAugur coverage of BERTurk — every cluster mentioning BERTurk across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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Sarcasm hinders Turkish hate speech detection in LLMs and fine-tuned models
A new research paper introduces SarcasTraps, a dataset designed to evaluate how sarcasm impacts the detection of hate speech in Turkish. The study found that sarcasm significantly challenges both fine-tuned models like …
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TabiBERT: New Turkish Language Foundation Model and Benchmark Released
Researchers have introduced TabiBERT, a new large-scale foundation model for the Turkish language based on the ModernBERT architecture. This model was trained on a massive dataset of over one trillion tokens, encompassi…
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Fine-tuned BERTurk outperforms LLMs in Turkish sentiment analysis
A new study investigates the effectiveness of fine-tuning versus prompting large language models (LLMs) for Turkish sentiment analysis. The research found that fine-tuned BERTurk models outperformed prompted LLMs on a t…
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Morpheus: New Turkish Language Model Achieves Superior Morphological Alignment
Researchers have developed Morpheus, a novel neural tokenizer and word embedder specifically designed for the Turkish language. Unlike traditional subword tokenizers that can fragment Turkish's agglutinative structure, …
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AI model analyzes coping styles in Turkish earthquake tweets
Researchers have developed a computational model using BERTurk to analyze coping styles in Turkish-language tweets following the 2023 Turkiye earthquake. The model successfully identified three coping styles—problem-foc…
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LLMs show prompt sensitivity in Turkish idiomatic classification
Researchers investigated the effectiveness of in-context learning for classifying Turkish idiomatic light verb constructions (LVCs). They compared a supervised BERTurk baseline against instruction-tuned large language m…
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New SindBERT model advances Turkish NLP capabilities
Researchers have developed SindBERT, a new large-scale RoBERTa-based language model specifically for Turkish. Trained on over 300 GB of Turkish text, SindBERT is available in base and large configurations, marking the f…