universal-dependencies 开源项目推荐（117 个）

stanfordnlp /stanza

Stanford NLP Python 库，用于多种人类语言的分词、句子分割、命名实体识别和句法分析

nlp-uoregon /trankit

Trankit 是一个基于 Transformer 的轻量级 Python 工具包，用于多语言自然语言处理

adobe /NLP-Cube

自然语言处理流水线——句子拆分、分词、词形还原、词性标注和依存句法分析

Hyperparticle /udify

A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.

dsindex /syntaxnet

reference code for syntaxnet

huspacy /huspacy

HuSpaCy: industrial-strength Hungarian natural language processing

TakeLab /spacy-udpipe

spaCy + UDPipe

pyconll /pyconll

A minimal, pure Python library to interface with CoNLL-U format files.

amir-zeldes /gum

Repository for the Georgetown University Multilayer Corpus (GUM)

sivareddyg /UDepLambda

A framework to convert Universal Dependencies to Logical Forms

soutsios /pos-tagger-bert

BERT fine-tuning for POS tagging task (Keras)

udapi /udapi-python

Python framework for processing Universal Dependencies data

UniversalDependencies /UD_Portuguese-Bosque

This Universal Dependencies (UD) Portuguese treebank.

amir-zeldes /HebPipe

An NLP pipeline for Hebrew

habeanf /yap

Yet Another (natural language) Parser

360er0 /COMBO

COMBO is jointly trained tagger, lemmatizer and dependency parser.

AIRI-Institute /Probing_framework

Framework for probing tasks

interrogator /conll-df

CONLL-U to Pandas DataFrame

mova-institute /zoloto

розмічений руками морфо’, синт’, кореф’ корпус української мови

EmilStenstrom /json-tagger

A JSON API to tag a sentence with part of speech tags. Uses UDPipe, so support for hundreds of languages.