1.stanfordnlp / stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
+158 stars
from 7,748 · score 5.07
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
11 repositories by Attention Score · May 10, 2026 – Nov 5, 2026 (UTC)
2.flairNLP / flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
+82 stars
from 14,315 · score 4.42
3.dmis-lab / biobert
Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining
+27 stars
from 2,188 · score 3.33
4.derek73 / python-nameparser
Parse human names into title, given, middle, family, suffix, nickname and maiden name. Typed, zero-dependency, CJK-aware.
- python
- text-processing
- text-parser
- python-module
- cjk
- name-parsing
- +5 more
+18 stars
from 703 · score 2.94
5.simplenlg / simplenlg
Java API for Natural Language Generation. Originally developed by Ehud Reiter at the University of Aberdeen’s Department of Computing Science and co-founder of Arria NLG. This git repo is the official SimpleNLG version.
- simplenlg
- natural-language-generation
- nlg
- realiser
- surface-realiser
- java
- +1 more
+10 stars
from 823 · score 2.40
6.MihaiValentin / lunr-languages
A collection of languages stemmers and stopwords for Lunr Javascript library
- lunr-languages
- stemmer
- stopwords
- lunr
- localization
- language-stemmer
+10 stars
from 449 · score 2.40
7.gagolews / stringi
Fast and Portable Character String Processing in R (with the Unicode ICU)
+4 stars
from 317 · score 1.61
8.ddmcdonald / sparser
A natural language understanding system for English
+3 stars
from 63 · score 1.39
9.tokenmill / timewords
Multilingual library to easily parse date strings to java.util.Date objects.
- clojure
- parsing
- date-time
- date-parser
- natural-language-processing
- java
+2 stars
from 32 · score 1.10
10.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
- +12 more
+1 stars
from 478 · score 0.69
11.OpenCCG / openccg
OpenCCG library for parsing and realization with CCG
+1 stars
from 219 · score 0.69