Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "named-entity-recognition" keyword

Top 4.2% on pypi.org
camel-tools 1.5.2
A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York Univer...
19 versions - Latest release: about 1 year ago - 2 dependent packages - 8 dependent repositories - 1.86 thousand downloads last month - 374 stars on GitHub - 2 maintainers
Top 8.2% on pypi.org
spacy-llm 0.7.1 💰
Integrating LLMs into structured NLP pipelines
21 versions - Latest release: 3 months ago - 1 dependent repositories - 32.6 thousand downloads last month - 948 stars on GitHub - 2 maintainers
Top 3.3% on pypi.org
deeppavlov 1.6.0
An open source library for building end-to-end dialog systems and training chatbots.
57 versions - Latest release: about 2 months ago - 80 dependent repositories - 9.92 thousand downloads last month - 6,548 stars on GitHub - 1 maintainer
ner-kit 0.0.5
Named Entity Recognition Toolkit
20 versions - Latest release: about 1 year ago - 1 dependent package - 2 dependent repositories - 154 downloads last month - 0 stars on GitHub - 2 maintainers
scikitcrf-ner 3.2
Enity Recognition using ScikitCRF
5 versions - Latest release: almost 7 years ago - 1 dependent repositories - 20 downloads last month - 17 stars on GitHub - 2 maintainers
nlptoolkit-ner 1.0.3
NER library
4 versions - Latest release: almost 2 years ago - 1 dependent repositories - 17 downloads last month - 0 stars on GitHub - 2 maintainers
Top 6.9% on pypi.org
pyneuroner 1.0.8
NeuroNER
7 versions - Latest release: over 4 years ago - 6 dependent repositories - 165 downloads last month - 1,675 stars on GitHub - 4 maintainers
Top 3.3% on pypi.org
snips-nlu 0.20.2
Snips Natural Language Understanding library
33 versions - Latest release: over 4 years ago - 1 dependent package - 35 dependent repositories - 2.84 thousand downloads last month - 3,860 stars on GitHub - 4 maintainers
fastapi-gen 0.5.1
Set up a modern REST API by running one command.
6 versions - Latest release: 15 days ago - 113 downloads last month - 2 stars on GitHub - 1 maintainer
spoken2written 0.1.4
This package is to translate spoken languag to its written form
3 versions - Latest release: over 4 years ago - 1 dependent repositories - 38 downloads last month - 3 stars on GitHub - 2 maintainers
flair-pos 0.13.1 💰
A very simple framework for state-of-the-art NLP
1 version - Latest release: 3 months ago - 10 downloads last month - 13,583 stars on GitHub - 2 maintainers
pd3f-flair 0.6.0.1 💰
Flair's language models without unnecessary dependencies
1 version - Latest release: over 3 years ago - 4 dependent repositories - 122 downloads last month - 13,583 stars on GitHub - 2 maintainers
Top 0.7% on pypi.org
flair 0.13.1 💰
A very simple framework for state-of-the-art NLP
31 versions - Latest release: 5 months ago - 28 dependent packages - 497 dependent repositories - 144 thousand downloads last month - 13,329 stars on GitHub - 1 maintainer
aymara 0.4.1
Python bindings to the LIMA linguistic analyzer
22 versions - Latest release: almost 2 years ago - 1 dependent repositories - 244 downloads last month - 102 stars on GitHub - 1 maintainer
vngrs-nlp 0.2.3
Turkish NLP Tools developed by VNGRS.
16 versions - Latest release: about 1 year ago - 1 dependent repositories - 308 downloads last month - 222 stars on GitHub - 1 maintainer
Top 6.0% on pypi.org
torchcrf 1.1.0
An Implementation of Conditional Random Fields in pytorch
10 versions - Latest release: almost 4 years ago - 1 dependent package - 15 dependent repositories - 2.66 thousand downloads last month - 128 stars on GitHub - 2 maintainers
arelight 0.24.0
About Mass-media text processing application for your Relation Extraction task, powered by AREkit.
1 version - Latest release: 4 months ago - 19 downloads last month - 35 stars on GitHub - 1 maintainer
Top 4.9% on pypi.org
farasapy 0.0.14
A Python Wrapper for the well Farasa toolkit
14 versions - Latest release: over 2 years ago - 5 dependent packages - 19 dependent repositories - 4.95 thousand downloads last month - 102 stars on GitHub - 1 maintainer
biolexica 0.0.6
Generate and apply coherent biomedical lexica
6 versions - Latest release: 3 months ago - 170 downloads last month - 1 stars on GitHub - 1 maintainer
pytorch-ner 0.1.0
Pipeline for training NER models using PyTorch
1 version - Latest release: over 2 years ago - 1 dependent repositories - 28 downloads last month - 53 stars on GitHub - 2 maintainers
extr-ds 0.0.86
Library to quickly build basic datasets for Named Entity Recognition (NER) and Relation Extractio...
85 versions - Latest release: 11 months ago - 1 dependent repositories - 455 downloads last month - 5 stars on GitHub - 2 maintainers
fastent 0.7.3
Automated Custom NER tool
20 versions - Latest release: almost 6 years ago - 1 dependent repositories - 82 downloads last month - 7 stars on GitHub - 2 maintainers
johnsnowlabs-tmp 4.4.25
The John Snow Labs Library gives you access to all of John Snow Labs Enterprise And Open Source p...
13 versions - Latest release: 11 months ago - 159 downloads last month - 814 stars on GitHub - 2 maintainers
nlu-by-samed 5.1.4
John Snow Labs NLU provides state of the art algorithms for NLP&NLU with 20000+ of pretrained mod...
2 versions - Latest release: 2 months ago - 17 downloads last month - 814 stars on GitHub - 2 maintainers
aj-zsl-nlu 4.2.0
John Snow Labs NLU provides state of the art algorithms for NLP&NLU with 10000+ of pretrained mod...
1 version - Latest release: 9 months ago - 32 downloads last month - 814 stars on GitHub - 1 maintainer
nlu-ocr-shailesh 5.0.0
John Snow Labs NLU provides state of the art algorithms for NLP&NLU with 20000+ of pretrained mod...
1 version - Latest release: 7 months ago - 18 downloads last month - 814 stars on GitHub - 2 maintainers
shailesh-bart 4.2.1
John Snow Labs NLU provides state of the art algorithms for NLP&NLU with 10000+ of pretrained mod...
1 version - Latest release: 10 months ago - 15 downloads last month - 814 stars on GitHub - 2 maintainers
johnsnowlabs-for-databricks-by-ckl 5.1.8rc16
The John Snow Labs Library gives you access to all of John Snow Labs Enterprise And Open Source p...
43 versions - Latest release: 6 months ago - 300 downloads last month - 814 stars on GitHub - 2 maintainers
nlu-by-ckl 5.0.2rc1
John Snow Labs NLU provides state of the art algorithms for NLP&NLU with 20000+ of pretrained mod...
15 versions - Latest release: 7 months ago - 2 dependent packages - 142 downloads last month - 814 stars on GitHub - 2 maintainers
johnsnowlabs-my-mehmet 4.4.25
The John Snow Labs Library gives you access to all of John Snow Labs Enterprise And Open Source p...
1 version - Latest release: 11 months ago - 20 downloads last month - 814 stars on GitHub - 2 maintainers
shailesh-text-gen 4.2.1
John Snow Labs NLU provides state of the art algorithms for NLP&NLU with 10000+ of pretrained mod...
1 version - Latest release: 10 months ago - 14 downloads last month - 814 stars on GitHub - 2 maintainers
nlu-spark23 1.1.1rc2
John Snow Labs NLU provides state of the art algorithms for NLP&NLU with hundreds of pretrained m...
1 version - Latest release: over 3 years ago - 1 dependent repositories - 19 downloads last month - 814 stars on GitHub - 4 maintainers
johnsnowlabs-by-ckl 5.0.29
The John Snow Labs Library gives you access to all of John Snow Labs Enterprise And Open Source p...
49 versions - Latest release: 8 months ago - 300 downloads last month - 814 stars on GitHub - 2 maintainers
johnsnowlabs-for-databricks 5.3.4
The John Snow Labs Library gives you access to all of John Snow Labs Enterprise And Open Source p...
134 versions - Latest release: 24 days ago - 2.46 thousand downloads last month - 814 stars on GitHub - 2 maintainers
Top 2.9% on pypi.org
nlu 5.3.1
John Snow Labs NLU provides state of the art algorithms for NLP&NLU with 20000+ of pretrained mod...
127 versions - Latest release: 6 days ago - 13 dependent packages - 8 dependent repositories - 17.3 thousand downloads last month - 814 stars on GitHub - 2 maintainers
shailesh 4.2.1
John Snow Labs NLU provides state of the art algorithms for NLP&NLU with 10000+ of pretrained mod...
1 version - Latest release: 10 months ago - 14 downloads last month - 814 stars on GitHub - 2 maintainers
table-extractor-new 5.1.0
John Snow Labs NLU provides state of the art algorithms for NLP&NLU with 20000+ of pretrained mod...
1 version - Latest release: 5 months ago - 22 downloads last month - 814 stars on GitHub - 2 maintainers
johnsnowlabs-by-kshitiz 5.0.1
The John Snow Labs Library gives you access to all of John Snow Labs Enterprise And Open Source p...
31 versions - Latest release: 9 months ago - 31 downloads last month - 803 stars on GitHub - 2 maintainers
Top 5.2% on pypi.org
bnlp-toolkit 4.0.1
BNLP is a natural language processing toolkit for Bengali Language
27 versions - Latest release: 2 days ago - 2 dependent packages - 4 dependent repositories - 1.43 thousand downloads last month - 265 stars on GitHub - 2 maintainers
Top 1.4% on pypi.org
seqeval 1.2.2 💰
Testing framework for sequence labeling
24 versions - Latest release: over 3 years ago - 94 dependent packages - 2,539 dependent repositories - 386 thousand downloads last month - 1,045 stars on GitHub - 2 maintainers
iob2 1.1.1 💰
A library for manipulating, loading, and saving corpus in iob2 format.
4 versions - Latest release: about 3 years ago - 1 dependent repositories - 40 downloads last month - 1,041 stars on GitHub - 2 maintainers
test-travis-neko 0.0.2 💰
Testing framework for sequence labeling
1 version - Latest release: almost 5 years ago - 1 dependent repositories - 8 downloads last month - 1,040 stars on GitHub - 1 maintainer
pytorch-nlu 0.0.2
Pytorch-NLU
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 42 downloads last month - 286 stars on GitHub - 2 maintainers
ontogpt 0.3.11
OntoGPT
24 versions - Latest release: 22 days ago - 1 dependent repositories - 430 downloads last month - 508 stars on GitHub - 4 maintainers
Top 0.1% on pypi.org
spacy 3.7.4 💰
Industrial-strength Natural Language Processing (NLP) in Python
206 versions - Latest release: 3 months ago - 608 dependent packages - 15,793 dependent repositories - 9.14 million downloads last month - 28,659 stars on GitHub - 3 maintainers
kashgari-tf 0.5.5 💰
Simple, Keras-powered multilingual NLP framework, allows you to build your models in 5 minutes fo...
10 versions - Latest release: over 4 years ago - 4 dependent repositories - 106 downloads last month - 2,377 stars on GitHub - 1 maintainer
Top 6.1% on pypi.org
kashgari 2.0.2 💰
Simple, Keras-powered multilingual NLP framework, allows you to build your models in 5 minutes fo...
24 versions - Latest release: almost 3 years ago - 15 dependent repositories - 228 downloads last month - 2,377 stars on GitHub - 1 maintainer
nlptoolkit-ner-cy 1.0.4
NER library
5 versions - Latest release: almost 2 years ago - 1 dependent repositories - 16 downloads last month - 0 stars on GitHub - 2 maintainers
fancy-nlp 1.0.0
NLP for humans
5 versions - Latest release: about 4 years ago - 1 dependent repositories - 60 downloads last month - 281 stars on GitHub - 2 maintainers
Top 1.0% on pypi.org
stanza 1.8.2
A Python NLP Library for Many Human Languages, by the Stanford NLP Group
21 versions - Latest release: 16 days ago - 45 dependent packages - 450 dependent repositories - 206 thousand downloads last month - 7,037 stars on GitHub - 8 maintainers
nlptoolkit-namedentityrecognition-cy 1.0.9
NER Corpus Processing Library
10 versions - Latest release: about 1 year ago - 1 dependent repositories - 21 downloads last month - 0 stars on GitHub - 2 maintainers
daanonymization 0.1.1
A simple pipeline wrapped around SpaCy and DaCy for anonymizing danish corpora.
2 versions - Latest release: over 1 year ago - 1 dependent repositories - 21 downloads last month - 9 stars on GitHub - 2 maintainers
eval4ner 0.1.0
A package for NER evaluation
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 65 downloads last month - 15 stars on GitHub - 2 maintainers
simpletransformers-fork-trialandsuccess 0.64.3 💰
An easy-to-use wrapper library for the Transformers library. FORK: This fork adds T5TokenizerFast...
1 version - Latest release: 7 months ago - 16 downloads last month - 3,988 stars on GitHub - 2 maintainers
informationminer 1.6.8
Automatically performs NLP techniques. Currently supports German and English language.
15 versions - Latest release: almost 7 years ago - 1 dependent repositories - 52 downloads last month - 4 stars on GitHub - 2 maintainers
docprofiler 1.0.1
A Python package to generate document profiler or extract metadata from text in parallel using se...
2 versions - Latest release: almost 4 years ago - 1 dependent repositories - 7 downloads last month - 1 stars on GitHub - 2 maintainers
mi-ner 0.6.1
A python library for named entity recognition evaluation
11 versions - Latest release: over 4 years ago - 1 dependent repositories - 50 downloads last month - 4 stars on GitHub - 2 maintainers
Top 2.7% on pypi.org
hanlp-common 0.0.20
HanLP: Han Language Processing
18 versions - Latest release: about 1 month ago - 1 dependent package - 103 dependent repositories - 4.49 thousand downloads last month - 31,092 stars on GitHub - 1 maintainer
Top 2.2% on pypi.org
hanlp 2.1.0b57
HanLP: Han Language Processing
188 versions - Latest release: about 1 month ago - 4 dependent packages - 23 dependent repositories - 11.4 thousand downloads last month - 31,092 stars on GitHub - 1 maintainer
Top 2.8% on pypi.org
hanlp-trie 0.0.5
HanLP: Han Language Processing
5 versions - Latest release: about 2 years ago - 1 dependent package - 102 dependent repositories - 3.92 thousand downloads last month - 31,092 stars on GitHub - 1 maintainer
Top 6.5% on pypi.org
hanlp-restful 0.0.23
HanLP: Han Language Processing
21 versions - Latest release: about 1 year ago - 2 dependent repositories - 624 downloads last month - 31,092 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
spacy-streamlit 1.0.6
Visualize spaCy with streamlit
17 versions - Latest release: about 1 year ago - 68 dependent repositories - 6.71 thousand downloads last month - 765 stars on GitHub - 4 maintainers
namebuster 1.0.2 💰
A tool for generating common username permutations from a list of names, a file, or url, to aid w...
3 versions - Latest release: about 4 years ago - 1 dependent repositories - 19 downloads last month - 63 stars on GitHub - 2 maintainers
nlptoolkit-namedentityrecognition 1.0.11
NER Corpus Processing Library
12 versions - Latest release: over 1 year ago - 1 dependent repositories - 35 downloads last month - 3 stars on GitHub - 2 maintainers
phonlp 0.3.4
PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity rec...
25 versions - Latest release: about 3 years ago - 1 dependent repositories - 141 downloads last month - 131 stars on GitHub - 2 maintainers
Top 1.4% on pypi.org
spark-nlp 5.3.3
John Snow Labs Spark NLP is a natural language processing library built on top of Apache Spark ML...
141 versions - Latest release: about 1 month ago - 31 dependent packages - 35 dependent repositories - 4.09 million downloads last month - 3,696 stars on GitHub - 3 maintainers
Top 10.0% on pypi.org
ckls-test-lib 4.2.7 removed
John Snow Labs Spark NLP is a natural language processing library built on top of Apache Spark ML...
1 version - Latest release: over 1 year ago - 85 downloads last month - 3,066 stars on GitHub - 1 maintainer
bert-multitask-learning 0.7.0
BERT for Multi-task Learning
64 versions - Latest release: over 3 years ago - 136 downloads last month - 544 stars on GitHub - 2 maintainers
m3tl 0.7.0
BERT for Multi-task Learning
1 version - Latest release: over 2 years ago - 14 downloads last month - 544 stars on GitHub - 2 maintainers
Top 3.3% on pypi.org
names-dataset 3.1.0 💰
The python library to handle names
18 versions - Latest release: almost 2 years ago - 2 dependent packages - 8 dependent repositories - 41.3 thousand downloads last month - 778 stars on GitHub - 2 maintainers
presidio-evaluator 0.1.3
This package features data-science related tasks for developing new recognizers for Presidio. It ...
4 versions - Latest release: 4 months ago - 831 downloads last month - 149 stars on GitHub - 1 maintainer
Top 5.1% on pypi.org
vncorenlp 1.0.3
A Python wrapper for VnCoreNLP using a bidirectional communication channel.
2 versions - Latest release: almost 6 years ago - 4 dependent packages - 31 dependent repositories - 2.15 thousand downloads last month - 55 stars on GitHub - 2 maintainers
Top 7.0% on pypi.org
anago 1.0.8 💰
Sequence labeling library using Keras.
14 versions - Latest release: almost 6 years ago - 7 dependent repositories - 132 downloads last month - 1,478 stars on GitHub - 1 maintainer
Top 1.4% on pypi.org
simpletransformers 0.70.0 💰
An easy-to-use wrapper library for the Transformers library.
285 versions - Latest release: 3 months ago - 14 dependent packages - 207 dependent repositories - 36.1 thousand downloads last month - 3,982 stars on GitHub - 1 maintainer
bent 0.0.55
BENT: Biomedical Entity Annotator
47 versions - Latest release: 4 days ago - 1 dependent repositories - 1.35 thousand downloads last month - 8 stars on GitHub - 1 maintainer
seq2annotation 0.14.1 💰
seq2annotation
23 versions - Latest release: over 3 years ago - 2 dependent repositories - 181 downloads last month - 85 stars on GitHub - 2 maintainers
s2a-nightly 0.8.0.dev20191111 💰
seq2annotation
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 19 downloads last month - 85 stars on GitHub - 2 maintainers
rubyslippers 0.0.1
Simple Wikipedia plain text extractor with article link annotations (and stuff)
1 version - Latest release: about 4 years ago - 1 dependent repositories - 10 downloads last month - 8 stars on GitHub - 2 maintainers
simple-ner 0.8.1
rule based NER
29 versions - Latest release: almost 3 years ago - 1 dependent repositories - 33 downloads last month - 40 stars on GitHub - 4 maintainers
morra 1.0.7
Morphological parser (POS, lemmata, NER etc.)
8 versions - Latest release: almost 4 years ago - 1 dependent repositories - 38 downloads last month - 0 stars on GitHub - 2 maintainers
wallstreetsocial 1.0.0.4
Is an open source piece of software that is designed to allow anyone to quickly get
5 versions - Latest release: over 1 year ago - 1 dependent repositories - 52 downloads last month - 7 stars on GitHub - 1 maintainer
topicrankpy 1.1.0
A Python package to get useful information from documents using TopicRank Algorithm.
8 versions - Latest release: over 4 years ago - 1 dependent repositories - 71 downloads last month - 16 stars on GitHub - 1 maintainer
shallowpavlov 0.0.2
An open source library for building end-to-end dialog systems and training chatbots.
3 versions - Latest release: 12 months ago - 35 downloads last month - 6,544 stars on GitHub - 2 maintainers
extr 0.0.44
Named Entity Recognition (NER) and Relation Extraction (RE) library using Regular Expressions
44 versions - Latest release: 11 months ago - 1 dependent package - 1 dependent repositories - 377 downloads last month - 7 stars on GitHub - 2 maintainers
Top 6.2% on pypi.org
tner 0.2.4
Transformer-based named entity recognition
24 versions - Latest release: over 1 year ago - 1 dependent package - 3 dependent repositories - 3.7 thousand downloads last month - 347 stars on GitHub - 2 maintainers
Top 6.0% on pypi.org
quickumls 1.4.2
QuickUMLS is a tool for fast, unsupervised biomedical concept extraction from medical text
7 versions - Latest release: 7 months ago - 1 dependent package - 4 dependent repositories - 484 downloads last month - 342 stars on GitHub - 2 maintainers
Top 6.3% on pypi.org
medspacy-quickumls 2.4.1
QuickUMLS is a tool for fast, unsupervised biomedical concept extraction from medical text
14 versions - Latest release: over 3 years ago - 3 dependent repositories - 3.65 thousand downloads last month - 342 stars on GitHub - 4 maintainers
ner-annotator 0.1.1
GUI useful to manually annotate text for Named Entity Recognition purposes
2 versions - Latest release: over 3 years ago - 1 dependent repositories - 25 downloads last month - 15 stars on GitHub - 2 maintainers
mordl 2.0.12
Morphological parser (POS, lemmata, NER etc.)
49 versions - Latest release: over 2 years ago - 1 dependent repositories - 262 downloads last month - 5 stars on GitHub - 2 maintainers
torchblocks-chen 1.0.1
A PyTorch-based toolkit for natural language processing
11 versions - Latest release: about 3 years ago - 1 dependent repositories - 112 downloads last month - 147 stars on GitHub - 2 maintainers
torchblocks 1.0.0
A PyTorch-based toolkit for natural language processing
1 version - Latest release: over 3 years ago - 1 dependent repositories - 22 downloads last month - 147 stars on GitHub - 2 maintainers
langml 0.4.2
A Keras-based and TensorFlow-backend language model toolkit.
11 versions - Latest release: almost 2 years ago - 1 dependent package - 3 dependent repositories - 84 downloads last month - 11 stars on GitHub - 2 maintainers
pynif 0.3.1
A small Python library for the NLP Interchange Format (NIF)
6 versions - Latest release: over 1 year ago - 1 dependent package - 9 dependent repositories - 108 downloads last month - 19 stars on GitHub - 2 maintainers
pynlp 0.4.2
Python wrapper for Stanford CoreNLP
14 versions - Latest release: almost 6 years ago - 7 dependent repositories - 133 downloads last month - 107 stars on GitHub - 2 maintainers
ckipnlp 1.0.3
CKIP CoreNLP
25 versions - Latest release: about 1 year ago - 1 dependent repositories - 150 downloads last month - 113 stars on GitHub - 2 maintainers
Top 4.4% on pypi.org
ckip-transformers 0.3.4
CKIP Transformers
16 versions - Latest release: about 1 year ago - 2 dependent packages - 14 dependent repositories - 1.12 thousand downloads last month - 597 stars on GitHub - 2 maintainers
cortecx 1.0.6
Cortecx is a NLP library
12 versions - Latest release: about 5 years ago - 37 downloads last month - 0 stars on GitHub - 2 maintainers
gliner 0.1.12
Generalist model for NER (Extract any entity types from texts)
14 versions - Latest release: 12 days ago - 11.9 thousand downloads last month - 610 stars on GitHub - 2 maintainers
streamlit-firstlanguage 1.0.2
Streamlit components for FirstLanguage API
3 versions - Latest release: about 2 years ago - 1 dependent repositories - 32 downloads last month - 1 stars on GitHub - 2 maintainers
ds-gear 0.1.303
Data science gear: Python API for advanced machine learning algorithms built on top of sklearn, t...
34 versions - Latest release: over 3 years ago - 1 dependent repositories - 225 downloads last month - 0 stars on GitHub - 2 maintainers
Related Keywords
nlp 113 natural-language-processing 81 ner 62 machine-learning 55 text-classification 45 python 36 transformers 34 NLP 33 deep-learning 30 sentiment-analysis 30 pytorch 27 spacy 26 dependency-parsing 26 natural-language-understanding 23 bert 23 lemmatizer 20 seq2seq 20 language-detection 19 nlu 18 spell-checker 18 text-summarization 18 information-extraction 17 streamlit 17 pandas 17 artificial-intelligence 17 sentiment-classifier 16 t5 16 relation-extraction 16 text-translation 16 nlp-library 16 sequence-labeling 16 entity-resolution 16 bert-embedding 16 sentence-embeddings 16 NLU 15 ai 14 NER 13 entity-linking 13 part-of-speech-tagger 13 tensorflow 12 pos-tagging 12 data-science 12 spark 12 tokenization 12 neural-networks 11 dependency-parser 11 development 11 word-segmentation 10 crf 10 transformer 9 natural language processing 9 question-answering 8 neural-network 8 part-of-speech 8 learning 8 entity 7 part-of-speech-tagging 7 entity-extraction 7 named entity recognition 7 cython 7 John 6 Snow 6 Labs 6 large-language-models 6 recognition 6 Medical 6 Legal 6 Finance 6 OCR 6 morphological-analysis 6 Spark 6 corpus 5 hanlp 5 named-entity-disambiguation 5 word-embeddings 5 deep 5 text-mining 5 classification 5 llm 5 universal-dependencies 5 python3 5 slot-filling 5 vietnamese-nlp 5 bilstm-crf 4 chinese-word-segmentation 4 pos-tagger 4 semantic-role-labeling 4 stemming 4 parser 4 nlp-machine-learning 4 intent-classification 4 lstm 4 sentence-splitting 4 machine-translation 4 bert-model 4 sequence-labeling-evaluation 4 named-entity-extraction 4 tokenizer 4 machine 4 lstm-crf 4