• Fix CPU-only machine error for Text Summarization (#11)
• Apply kwargs to every predict func (#13)
• Add Word Sense Disambiguation for Korean
• Add apply_wsd args for Korean Named Entity Recognition
• Add Speech Synthesis module (#27)
• Fix show_probs KeyError for Japanese Sentiment Analysis (#28)

Bug fixes:

• change typing.OrderedDict to collections.OrderedDict
• install dataclasses if python version is lower than 3.7

PORORO: Platform Of neuRal mOdels for natuRal language prOcessing

pororo performs Natural Language Processing and Speech-related tasks.

It is easy to solve various subtasks in the natural language and speech processing field by simply passing the task name.

Supported Tasks

You can see more information here !

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

MISC.

• Automatic Speech Recognition
• Image Captioning
• Collocation
• Lemmatization
• Morphological Inflection
• Optical Character Recognition
• Tokenization
• Word Translation