1.stanfordnlp / stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
+62 stars
from 7,844 · score 4.14
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
14 repositories by Attention Score · Aug 8, 2026 – Nov 5, 2026 (UTC)
2.flairNLP / flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
+30 stars
from 14,367 · score 3.43
3.dmis-lab / biobert
Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining
+16 stars
from 2,199 · score 2.83
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
+10 stars
from 711 · score 2.40
5.MihaiValentin / lunr-languages
A collection of languages stemmers and stopwords for Lunr Javascript library
- lunr-languages
- stemmer
- stopwords
- lunr
- localization
- language-stemmer
+4 stars
from 455 · score 1.61
6.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
+3 stars
from 830 · score 1.39
7.gagolews / stringi
Fast and Portable Character String Processing in R (with the Unicode ICU)
+3 stars
from 318 · score 1.39
8.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
9.abiko-search / tongue
Elixir port of Nakatani Shuyo's natural language detector
- elixir
- language-detection
- language
- elixir-lang
+2 stars
from 26 · score 1.10
10.dselivanov / text2vec
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
- word2vec
- text-mining
- natural-language-processing
- glove
- vectorization
- topic-modeling
- +2 more
+1 stars
from 876 · score 0.69
11.threedaymonk / textArchived
Collection of text algorithms. gem install text
+1 stars
from 598 · score 0.69
12.shawnwun / RNNLG
RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.
- natural-language-processing
- natural-language-generation
- nlg-dataset
- deep-learning
- machine-learning
- dialogue-systems
- +3 more
+1 stars
from 490 · score 0.69
13.OpenCCG / openccg
OpenCCG library for parsing and realization with CCG
+1 stars
from 219 · score 0.69
14.ddmcdonald / sparser
A natural language understanding system for English
+1 stars
from 65 · score 0.69