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gluonnlp
Table Of Contents
  • Model Zoo
    • Model Catalog
    • Word Embedding
    • Language Model
    • Machine Translation
    • Text Classification
    • Sentiment Analysis
    • Natural Language Inference
    • Text Generation
    • Dependency Parsing
    • BERT
    • Named Entity Recognition
    • Intent Classification and Slot Labeling
    • Model Conversion Tools
  • Tutorials
    • Data Loading and Vocabularies
      • Data Loading API
      • Vocabulary and Embedding API
    • Representation Learning
      • Using Pre-trained Word Embeddings
      • Word Embeddings Training and Evaluation
      • Extracting Sentence Features with Pre-trained ELMo
      • Fine-tuning Pre-trained BERT Models
    • Language Modeling
      • Using Pre-trained Language Model
      • Train your own LSTM based Language Model
    • Machine Translation
      • Training GNMT on IWSLT 2015 Dataset
      • Using Pre-trained Transformer
    • Sentiment Analysis
      • Fine-tuning LSTM-based Language Model
      • Training Structured Self-attentive Sentence Embedding
    • Text Generation
      • Sequence Generation with Beam Search Sampler and Sequence Sampler
  • API Documentation
    • gluonnlp.vocab
    • gluonnlp.embedding
    • gluonnlp.data
    • gluonnlp.data.batchify
    • gluonnlp.model
    • gluonnlp.model.train
    • gluonnlp.loss
    • gluonnlp.initializer
    • gluonnlp.optimizer
    • gluonnlp.utils
  • Community
    • Contribution Guideline
    • Git Workflow Howtos
    • Release Checklist
    • Preview GluonNLP Website Locally
  • Index
gluonnlp
Table Of Contents
  • Model Zoo
    • Model Catalog
    • Word Embedding
    • Language Model
    • Machine Translation
    • Text Classification
    • Sentiment Analysis
    • Natural Language Inference
    • Text Generation
    • Dependency Parsing
    • BERT
    • Named Entity Recognition
    • Intent Classification and Slot Labeling
    • Model Conversion Tools
  • Tutorials
    • Data Loading and Vocabularies
      • Data Loading API
      • Vocabulary and Embedding API
    • Representation Learning
      • Using Pre-trained Word Embeddings
      • Word Embeddings Training and Evaluation
      • Extracting Sentence Features with Pre-trained ELMo
      • Fine-tuning Pre-trained BERT Models
    • Language Modeling
      • Using Pre-trained Language Model
      • Train your own LSTM based Language Model
    • Machine Translation
      • Training GNMT on IWSLT 2015 Dataset
      • Using Pre-trained Transformer
    • Sentiment Analysis
      • Fine-tuning LSTM-based Language Model
      • Training Structured Self-attentive Sentence Embedding
    • Text Generation
      • Sequence Generation with Beam Search Sampler and Sequence Sampler
  • API Documentation
    • gluonnlp.vocab
    • gluonnlp.embedding
    • gluonnlp.data
    • gluonnlp.data.batchify
    • gluonnlp.model
    • gluonnlp.model.train
    • gluonnlp.loss
    • gluonnlp.initializer
    • gluonnlp.optimizer
    • gluonnlp.utils
  • Community
    • Contribution Guideline
    • Git Workflow Howtos
    • Release Checklist
    • Preview GluonNLP Website Locally
  • Index

API DocumentationΒΆ

  • gluonnlp.vocab
    • Vocabulary
    • Subword functionality
    • ELMo Character-level Vocabulary
    • BERT Vocabulary
    • API Reference
  • gluonnlp.embedding
    • Pre-trained Embeddings
    • Intrinsic evaluation
    • API Reference
  • gluonnlp.data
    • Public Datasets
    • Datasets
    • DataStreams
    • Transforms
    • Samplers
    • DataLoaders
    • Utilities
    • API Reference
  • gluonnlp.data.batchify
    • Batch Loaders
    • Language Modeling
    • Embedding Training
    • API Reference
  • gluonnlp.model
    • Model Registry
    • Information about pretrained models
    • Language Modeling
    • Machine Translation
    • Bidirectional Encoder Representations from Transformers
    • Convolutional Encoder
    • ELMo
    • Highway Network
    • Attention Cell
    • Sequence Sampling
    • Other Modeling Utilities
    • API Reference
  • gluonnlp.model.train
    • Language Modeling
    • Word Embeddings
    • API Reference
  • gluonnlp.loss
    • Masked Loss
    • Label Smoothing
    • Activation Regularizers
    • API Reference
  • gluonnlp.initializer
    • Highway Bias Initializer
    • API Reference
  • gluonnlp.optimizer
    • BERTAdam Optimizer
    • API Reference
  • gluonnlp.utils
    • File Handling
    • Parameter and Training
    • Serialization and Deserialization
    • Setting Seed
    • API Reference
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