PORORO: Platform Of neuRal mOdels for natuRal language prOcessing

Notes

  • Installation and Usage
  • Configuration

Text Classification

  • Automated Essay Scoring
  • Age Suitability Prediction
  • Natural Language Inference
  • Paraphrase Identification
  • Review Scoring
  • Semantic Textual Similarity
  • Sentence Embedding
  • Sentiment Analysis
  • Zero-shot Topic Classification

Sequence Tagging

  • Contextualized Embedding
  • Dependency Parsing
  • Fill-in-the-blank
  • Machine Reading Comprehension
  • Named Entity Recognition
  • Part-of-Speech Tagging
  • Semantic Role Labeling

Seq2Seq

  • Constituency Parsing
  • Grammatical Error Correction
  • Grapheme-to-Phoneme
  • Phoneme-to-Grapheme
  • Machine Translation
  • Paraphrase Generation
  • Question Generation
  • Text Summarization
  • Word Sense Disambiguation

Misc.

  • Automatic Speech Recognition
  • Image Captioning
  • Collocation
  • Lemmatization
  • Morphological Inflection
  • Optical Character Recognition
  • Speech Synthesis
  • Tokenization
  • Word Translation
  • Word Embedding
PORORO: Platform Of neuRal mOdels for natuRal language prOcessing
  • »
  • Overview: module code

All modules for which code is available

  • pororo.tasks.age_suitability
  • pororo.tasks.automated_essay_scoring
  • pororo.tasks.automatic_speech_recognition
  • pororo.tasks.collocation
  • pororo.tasks.constituency_parsing
  • pororo.tasks.contextualized_embedding
  • pororo.tasks.dependency_parsing
  • pororo.tasks.fill_in_the_blank
  • pororo.tasks.grammatical_error_correction
  • pororo.tasks.grapheme_conversion
  • pororo.tasks.image_captioning
  • pororo.tasks.lemmatization
  • pororo.tasks.machine_reading_comprehension
  • pororo.tasks.machine_translation
  • pororo.tasks.morph_inflection
  • pororo.tasks.named_entity_recognition
  • pororo.tasks.natural_language_inference
  • pororo.tasks.optical_character_recognition
  • pororo.tasks.paraphrase_generation
  • pororo.tasks.paraphrase_identification
  • pororo.tasks.phoneme_conversion
  • pororo.tasks.pos_tagging
  • pororo.tasks.question_generation
  • pororo.tasks.review_scoring
  • pororo.tasks.semantic_role_labeling
  • pororo.tasks.semantic_textual_similarity
  • pororo.tasks.sentence_embedding
  • pororo.tasks.sentiment_analysis
  • pororo.tasks.speech_synthesis
  • pororo.tasks.text_summarization
  • pororo.tasks.tokenization
  • pororo.tasks.word_embedding
  • pororo.tasks.word_sense_disambiguation
  • pororo.tasks.word_translation
  • pororo.tasks.zero_shot_classification

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