dependency-parsing

There are 7 repositories under dependency-parsing topic.

explosion / spacy-course
👩‍🏫 Advanced NLP with spaCy: A free online course
binder course dependency-parsing gatsby gatsbyjs jupyter machine-learning named-entity-recognition natural-language-processing nlp online-course part-of-speech-tagging spacy word-vectors
Language:Python 2346
underthesea
undertheseanlp / underthesea
Underthesea - Vietnamese NLP Toolkit
dependency-parser dependency-parsing named-entity-recognition natural-language-processing ner nlp nlp-library pos-tagging sentence-segmentation vietnamese vietnamese-nlp vietnamese-tokenizer word-segmenter
Language:Python 1477
baidu / DDParser
百度开源的依存句法分析系统
chinese-dependency-parser chinese-nlp dependency-parser dependency-parsing python syntax-parser
Language:Python 986
JohnSnowLabs / nlu
1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
nlu natural-language-understanding sentiment-classifier text-classification transformers language-detection named-entity-recognition seq2seq t5 lemmatizer spell-checker sentence-embeddings sentiment-analysis bert-embedding text-summarization text-translation streamlit pandas dependency-parsing entity-resolution
Language:Python 903
yzhangcs / parser
:rocket: State-of-the-art parsers for natural language.
pytorch constituency-parsing semantic-dependency-parsing state-of-the-art transformers dependency-parsing structured-prediction semiring
Language:Python 852
explosion / spacy-streamlit
👑 spaCy building blocks and visualizers for Streamlit apps
spacy nlp natural-language-processing visualizers dependency-parsing part-of-speech-tagging named-entity-recognition ner streamlit visualizer text-classification word-vectors tokenization machine-learning
Language:Python 829
smilelight / lightNLP
基于Pytorch和torchtext的自然语言处理深度学习框架。
nlp pytorch torchtext srl deep-learning cws pos relation-extraction dependency-parsing sentence-similarity text-classification python chinese language-model nature-language-process word2vec skip-gram cbow negative-sampling hierarchical-softmax
Language:Python 829
nlp-uoregon / trankit
Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing
adapters artificial-intelligence deeplearning dependency-parsing language-model lemmatization machine-learning morphological-tagging multilingual natural-language-processing nlp part-of-speech-tagging pytorch sentence-segmentation tokenization universal-dependencies xlm-roberta
Language:Python 747
vncorenlp / VnCoreNLP
A Vietnamese natural language processing toolkit (NAACL 2018)
dependency-parsing named-entity-recognition pos-tagging word-segmentation vietnamese-tokenizer vietnamese-nlp natural-language-processing nlp sentence-segmentation vncorenlp word-segmenter pos-tagger ner parsing vietnamese rdrsegmenter vnmarmot java python3
Language:Java 608
adobe / NLP-Cube
Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing
embeddings parse nlp-cube language-pipeline tokenization sentence-splitting part-of-speech-tagger lemmatization dependency-parser dependency-parsing universal-dependencies machine-translation information-extraction
Language:HTML 557
CogComp / cogcomp-nlp
CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.
natural-language-processing nlp big-data data-mining cogcomp lemmatizer lemmatization tokenizer transliteration pos pos-tagging parts-of-speech-tagging ner named-entity-recognition relation-extraction dependency-parsing similarity natural-language-understanding
Language:Java 475
XuezheMax / NeuroNLP2
Deep neural models for core NLP tasks (Pytorch version)
core-nlp deep-learning deep-neural-networks dependency-parsing machine-learning named-entity-recognition natural-language-processing pytorch sequence-labeling structure-prediction syntactic-parsing
Language:Python 440
qipeng / gcn-over-pruned-trees
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)
information-extraction relation-extraction nlp natural-language-processing dependency-parsing dependency-parse-trees
Language:Python 372
Alibaba-NLP / ACE
[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction
named-entity-recognition dependency-parsing sentiment-analysis neural-architecture-search automl sequence-labeling acl2021
Language:Python 306
vnlp
vngrs-ai / vnlp
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
nlp turkish-nlp stemming morphological-analysis morphological-disambiguation named-entity-recognition dependency-parsing part-of-speech-tagging sentiment-analysis spelling-correction number-to-words deasciifier normalization stopword-removal sentence-tokenizer sentence-splitting word-embeddings word2vec fasttext deep-learning
Language:Python 261
janlukasschroeder / nlp-cheat-sheet-python
NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition
spacy spacy-nlp cheat-sheet nlp python starter-kit introduction machine-learning tokenization lemmatization spans sentence-similarity pos-tagging dependency-parsing named-entity-recognition nltk lexnlp
Language:Jupyter Notebook 232
huspacy
huspacy / huspacy
HuSpaCy: industrial-strength Hungarian natural language processing
hungarian hunlp nlp natural-language-processing spacy spacy-models pos-tagger dependency-parsing universal-dependencies information-extraction spacy-pipeline ner named-entity-recognition lemmatization huspacy morphological-analysis machine-learning python text-mining
Language:Python 163
datquocnguyen / jPTDP
Neural network models for joint POS tagging and dependency parsing (CoNLL 2017-2018)
dependency-parser dependency-parsing pos-tagger pos-tagging part-of-speech-tagger neural-network lstm
Language:Python 158
pyconll / pyconll
A minimal, pure Python library to interface with CoNLL-U format files.
annotation conllu dependency-parsing linguistics minimal python universal-dependencies
Language:Python 148
VinAIResearch / PhoNLP
PhoNLP: A BERT-based multi-task learning model for part-of-speech tagging, named entity recognition and dependency parsing (NAACL 2021)
vietnamese-nlp pos-tagging ner named-entity-recognition dependency-parsing multi-task-learning language-model
Language:Python 138
minhpqn / nlp_100_drill_exercises
100 bài luyện tập xử lý ngôn ngữ tự nhiên
nlp exercises dependency-parsing nlp-tool
Language:Python 128
simongray / datalinguist
Stanford CoreNLP in idiomatic Clojure.
nlp computational-linguistics natural-language-processing clojure corenlp stanford stanford-corenlp dependency-parsing dependency-parser part-of-speech-tagger pos-tagger pos-tagging rebl datafy graphviz
Language:Clojure 115
indolem / indolem
IndoLEM is a comprehensive Indonesian NLU benchmark, comprising three pillars NLP task: morpho-syntax, semantic, and discourse. Presented in COLING 2020.
indolem indobert bert indonesian-language summarization dependency-parsing glue discourse sentiment-analysis ner pos-tagging indonesian bahasa natural-language-processing
Language:Python 97
ku-nlp / KWDLC
Kyoto University Web Document Leads Corpus
corpus dependency-parsing japanese morphological-analysis named-entities part-of-speech
Language:Python 81
yzhangcs / crfpar
[ACL'20, IJCAI'20] Code for "Efficient Second-Order TreeCRF for Neural Dependency Parsing" and "Fast and Accurate Neural CRF Constituency Parsing".
acl2020 constituency-parsing dependency-parsing ijcai2020 pytorch treecrf
Language:Python 78
NLPInBLCU / BiaffineDependencyParsing
BERT+Self-attention Encoder ; Biaffine Decoder ; Pytorch Implement
bert biaffine dependency-parsing pytorch
Language:Python 73
tensordot / syntaxdot
Neural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.
dependency-parsing sequence-labels lemmatization xlm-roberta pretrained-models biaffine-parser bert part-of-speech-tagging morphology
Language:Rust 73
Alibaba-NLP / MultilangStructureKD
[ACL 2020] Structure-Level Knowledge Distillation For Multilingual Sequence Labeling
acl2020 ner sequence-labeling multilingual bert knowledge-distillation pytorch nlp dependency-parsing enhanced-universal-dependency acl2019 iwpt2020 mrp semantic-dependency-parsing
Language:Python 71
DeNeutoy / spacy-vis
A visualisation tool for Spacy using Hierplane.
dependency-parsing nlp spacy visualization
Language:Python 65
nlpaueb / gr-nlp-toolkit
The Greek NLP toolkit for Python. Supports NER/DP/POS Tagging/Greeklish-to-Greek Transliteration. Visit the playground here: https://huggingface.co/spaces/AUEB-NLP/greek-nlp-toolkit-demo (paper presented at COLING 2025)
nlp named-entity-recognition ner natural-language-processing part-of-speech-tagging dependency-parsing greek greeklish
Language:Python 64
ku-nlp / KyotoCorpus
Kyoto University Text Corpus
japanese corpus part-of-speech dependency-parsing morphological-analysis
Language:Perl 62
Aniruddha-Tapas / How-to-use-SyntaxNet
Demo code to use SyntaxNet for basic paraphrasing.
dependency-parsing nlp-parsing pos-tagging syntaxnet tensorflow
Language:Python 50
daviddwlee84 / Stanford-CS224n-NLP
The course notes about Stanford CS224n Natural Language Processing with Deep Learning Winter 2019 (using PyTorch)
cs224n cs224n-assignment-solutions cs224nwinter2019 language-models dependency-parsing machine-translation question-answering
Language:JavaScript 50
datquocnguyen / BioPosDep
Tokenization, sentence segmentation, POS tagging and dependency parsing for biomedical texts (BMC Bioinformatics 2019)
bioinformatics biomedical-text-mining bionlp dependency-parsing pos-tagging segmenter tokenizer
Language:Python 33
zzsfornlp / zmsp
The Mingled Structured Predictor
structured-prediction dependency-parsing semantic-role-labeling
Language:Python 28
stickeritis / sticker
Succeeded by SyntaxDot: https://github.com/tensordot/syntaxdot
rust part-of-speech-tagger tensorflow topological-fields finalfusion dependency-parsing lstm transformer dilated-convolution
Language:Rust 25