Bert Model Frameworks NLP Tools

There are 31 bert model frameworks tools tracked. 5 score above 50 (established tier). The highest-rated is Tiiiger/bert_score at 64/100 with 1,880 stars and 1,422,041 monthly downloads.

Get all 31 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=bert-model-frameworks&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	Tiiiger/bert_score BERT score for text generation	64	Established	1,880	Jupyter Notebook
2	DerwenAI/pytextrank Python implementation of TextRank algorithms ("textgraphs") for phrase extraction	62	Established	2,210	Python
3	BrikerMan/Kashgari Kashgari is a production-level NLP Transfer learning framework built on top...	57	Established	2,388	Python
4	asyml/texar Toolkit for Machine Learning, Natural Language Processing, and Text...	56	Established	2,392	Python
5	yohasebe/wp2txt A command-line tool to extract plain text from Wikipedia dumps with category...	50	Established	191	Ruby
6	neuralmind-ai/portuguese-bert Portuguese pre-trained BERT models	42	Emerging	864	Python
7	aditeyabaral/calbert CalBERT - Code-mixed Adaptive Language representations using BERT, published...	40	Emerging	13	Python
8	robrua/easy-bert A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)	40	Emerging	177	Java
9	cambridgeltl/sapbert [NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL:...	39	Emerging	218	Python
10	DengBoCong/text-similarity 文本相似度（匹配）计算，提供Baseline、训练、推理、指标分析...代码包含TensorFlow/Pytorch双版本	38	Emerging	181	Python
11	moon-hotel/BertWithPretrained An implementation of the BERT model and its related downstream tasks based...	36	Emerging	605	Python
12	texta-tk/texta Terminology EXtraction and Text Analytics (TEXTA) Toolkit	33	Emerging	35	Python
13	superdoc-dev/docx-corpus The largest open corpus of classified docx documents	33	Emerging	45	TypeScript
14	GermanT5/wikipedia2corpus Wikipedia text corpus for self-supervised NLP model training	31	Emerging	46	Python
15	CristianViorelPopa/BART-TL-topic-label-generation Implementation and helper scripts for the BART-TL model -...	31	Emerging	16	Python
16	GeekDream-x/SemEval2022-Task8-TonyX Deep-learning system proposed by HFL for SemEval-2022 Task 8: Multilingual...	30	Emerging	40	Python
17	MilaNLProc/bertlang A web interface to understand language-specific BERT-models	30	Emerging	18	JavaScript
18	stevezheng23/bert_extension_tf BERT Extension in TensorFlow	29	Experimental	30	Python
19	StepanTita/nano-BERT Nano-BERT is a straightforward, lightweight and comprehensible custom...	27	Experimental	20	Jupyter Notebook
20	qanastek/DrBERT DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains	27	Experimental	20	Python
21	txsun1997/Metric-Fairness EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based...	26	Experimental	41	Jupyter Notebook
22	kennethleungty/Keyword-Analysis-with-KeyBERT-and-Taipy Keyword Extraction and Analysis Pipeline & Application with KeyBERT and Taipy	22	Experimental	17	Python
23	AdrianBZG/HyperBERT [EMNLP 2024] HyperBERT: Mixing Hypergraph-Aware Layers with Language Models...	21	Experimental	23	Python
24	tushar117/XAlign Cross-lingual Fact-to-Text Alignment and Generation for Low-Resource Languages	21	Experimental	11	Python
25	indolem/IndoBERTweet IndoBERTweet is the first large-scale pretrained model for Indonesian...	20	Experimental	71	Python
26	liyucheng09/MetaphorFrame FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learning....	20	Experimental	37	Python
27	shammur/SemEval2022Task3 The PreTENS shared task hosted at SemEval 2022 aims at focusing on semantic...	20	Experimental	12	Jupyter Notebook
28	luciamariaalvarezcrespo/GalMisoCorpus2023 :bookmark_tabs: Galician corpus for misogyny detection	15	Experimental	17	Python
29	mawdoo3/Multi-dialect-Arabic-BERT This is a repository of the Multi-dialect Arabic BERT model.	14	Experimental	38	—
30	mv-lab/commonlit-readability-nlp CommonLit Readability Prize 2021. NLP competition hosted at Kaggle:...	14	Experimental	9	Jupyter Notebook
31	DFKI-NLP/MultiTACRED [ACL23] This repository contains the code for our paper "MultiTACRED: A...	14	Experimental	10	Python