Join 🏷 Labeling# ✨ Add zero-shot suggestions using SetFit MLOps Steps: Labelling NLP Tasks: Text Classification Libraries: SetFit Techniques: zero-shot 🩹 Delete labels from a Token or Text Classification dataset MLOps Steps: Labelling NLP Tasks: TextClassification, TokenClassfication Libraries: Argilla Techniques: Basics 🗂️ Assign records to your annotation team MLOps Steps: Labelling NLP Tasks: TextClassification, TokenClassfication, Text2Text Libraries: Argilla Techniques: Basics 📸 Bulk Labelling Multimodal Data MLOps Steps: Labelling NLP Tasks: TextClassification (images) Libraries: Argilla, sentence-transformers Techniques: Semantic search 🔫 Zero-shot and few-shot classification with SetFit MLOps Steps: Labelling, Training NLP Tasks: TextClassification Libraries: setfit, sentence transformers Techniques: Few-shot 💨 Speed-up data labelling with Sentence Transformer embeddings MLOps Steps: Labelling NLP Tasks: TextClassification Libraries: Argilla, sentence-transformers Techniques: Semantic search 🤯 Few-shot classification with SetFit and a custom dataset MLOps Steps: Labelling, Training NLP Tasks: TextClassification Libraries: setfit Techniques: Few-shot 🗺️ Adding bias-equality features to text with disaggregators MLOps Steps: Labelling NLP Tasks: Text2Text Libraries: Disaggregators Techniques: Explainability 💡 Building and testing a zero-shot sentiment classifier with GPT-3 and Argilla MLOps Steps: Labelling NLP Tasks: TextClassification Libraries: OpenAI Techniques: Few-shot, Explainability 💫 Explore and analyze spaCy NER pipelines MLOps Steps: Labelling NLP Tasks: TokenClassification (NER) Libraries: spaCy Techniques: Explainability 📰 Building a news classifier with weak supervision MLOps Steps: Labelling NLP Tasks: TextClassification (news) Libraries: Argilla, snorkel, sklearn Techniques: Weak Supervision 🗂 Weak supervision in multi-label text classification tasks MLOps Steps: Labelling, Training NLP Tasks: TextClassification (multi-label) Libraries: Argilla, scikit-multilearn Techniques: Weak Supervision 🧱 Extending weak supervision workflows with sentence embeddings MLOps Steps: Labelling, Training NLP Tasks: TextClassification Libraries: Argilla, sentence-transformers Techniques: Weak Supervision 🐭 Weakly supervised NER with skweak MLOps Steps: Labelling, Training NLP Tasks: TokenClassification (NER) Libraries: Argilla, skweak Techniques: Weak Supervision 🔫 Zero-shot NER with Flair MLOps Steps: Labelling NLP Tasks: TokenClassification (NER) Libraries: FlAIr Techniques: Zero-shot classifcation 🏷️ Label your data to fine-tune a classifier with Hugging Face MLOps Steps: Labelling, Training NLP Tasks: TextClassification (sentiment) Libraries: transformers Techniques: basics
