Riyu Bana·3d agoLanguage Models for Webpage Classification: Development and Cost-Efficient DeploymentFrom TF-IDF to BERT: How we rebuilt our Classifier for over 500 classes
Özge·Oct 26Yapay Zekâ Bizi Gerçekten Anlıyor mu? BERT ve Transformer’ın Perde Arkası-NLP 1Bir bilgisayar kelimeler arasındaki ilişkiyi nasıl kuruyor? BERT, Transformer ve Attention mekanizması hakkında biraz konuşalım o zaman.A response icon1A response icon1
Sanika Tare·Oct 13BERT Explained: Everything You Need to Know, From Zero to ArchitectureImagine reading the word “bank” in two sentences: “She deposited money at the bank” and “They sat on the river bank.” The spelling is…A response icon1A response icon1
InTowards AIbyJAIGANESAN·Oct 6BERT: In-Depth Exploration of Architecture, Workflow, Code, and Mathematical Foundations [Updated]Embeddings, Masked Language Model Tasks, Attention Mechanisms, and Feed-Forward Networks Explained Through Equations, Matrix…
Farhan Nurrahman·Oct 1Mengapa Model Sederhana dapat lebih baik daripada IndoBERT dengan lebih dari 100 Juta ParameterA response icon1A response icon1
halil·Sep 28Daha büyük model eğitmedim, zayıf dilimleri eğittim270M parametrelik Türkçe PII maskeleme modelini 24.000 hedefli örnekle 0.740'tan 0.882'ye nasıl çıkardım ve hangi iki dilimde geriledim.
InBeyond The AlgorithmbyLahirukavikara·Sep 18ROUGE, BLEU, BERTScore, and Perplexity: What Do They Really Tell Us About a Foundation Model?Automated metrics can compare model outputs quickly — but none of them can, by itself, tell you whether an answer is useful, factual, safe…
Deepak Babu Piskala·Sep 7Why Vector Search Alone Is Not Enough: The Modern Hybrid Retrieval StackSummary: Lexical search and dense vector search do not compete, they fail on different queries. BM25 trusts a token more the rarer it is…
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