Bert Model Frameworks NLP Tools

There are 39 bert model frameworks tools tracked. 5 score above 50 (established tier). The highest-rated is DerwenAI/pytextrank at 69/100 with 2,210 stars.

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#	Tool	Score	Tier	Stars	Language
1	DerwenAI/pytextrank Python implementation of TextRank algorithms ("textgraphs") for phrase extraction	69	Established	2,210	Python
2	Tiiiger/bert_score BERT score for text generation	61	Established	1,880	Jupyter Notebook
3	BrikerMan/Kashgari Kashgari is a production-level NLP Transfer learning framework built on top...	59	Established	2,388	Python
4	asyml/texar Toolkit for Machine Learning, Natural Language Processing, and Text...	58	Established	2,392	Python
5	yohasebe/wp2txt A command-line tool to extract plain text from Wikipedia dumps with category...	57	Established	191	Ruby
6	neuralmind-ai/portuguese-bert Portuguese pre-trained BERT models	49	Emerging	864	Python
7	robrua/easy-bert A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)	47	Emerging	177	Java
8	cambridgeltl/sapbert [NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL:...	46	Emerging	218	Python
9	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	45	Emerging	181	Python
10	aditeyabaral/calbert CalBERT - Code-mixed Adaptive Language representations using BERT, published...	44	Emerging	13	Python
11	moon-hotel/BertWithPretrained An implementation of the BERT model and its related downstream tasks based...	43	Emerging	605	Python
12	texta-tk/texta Terminology EXtraction and Text Analytics (TEXTA) Toolkit	40	Emerging	35	Python
13	GermanT5/wikipedia2corpus Wikipedia text corpus for self-supervised NLP model training	38	Emerging	46	Python
14	CristianViorelPopa/BART-TL-topic-label-generation Implementation and helper scripts for the BART-TL model -...	38	Emerging	16	Python
15	MilaNLProc/bertlang A web interface to understand language-specific BERT-models	37	Emerging	18	JavaScript
16	GeekDream-x/SemEval2022-Task8-TonyX Deep-learning system proposed by HFL for SemEval-2022 Task 8: Multilingual...	37	Emerging	40	Python
17	stevezheng23/bert_extension_tf BERT Extension in TensorFlow	36	Emerging	30	Python
18	StepanTita/nano-BERT Nano-BERT is a straightforward, lightweight and comprehensible custom...	34	Emerging	20	Jupyter Notebook
19	qanastek/DrBERT DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains	34	Emerging	20	Python
20	superdoc-dev/docx-corpus The largest open corpus of classified docx documents	34	Emerging	45	TypeScript
21	txsun1997/Metric-Fairness EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based...	33	Emerging	41	Jupyter Notebook
22	CAMeL-Lab/samer-arabic-readability Code, models, and data for "Strategies for Arabic Readability Modelling"....	30	Emerging	6	Python
23	kennethleungty/Keyword-Analysis-with-KeyBERT-and-Taipy Keyword Extraction and Analysis Pipeline & Application with KeyBERT and Taipy	29	Experimental	17	Python
24	tushar117/XAlign Cross-lingual Fact-to-Text Alignment and Generation for Low-Resource Languages	28	Experimental	11	Python
25	indolem/IndoBERTweet IndoBERTweet is the first large-scale pretrained model for Indonesian...	27	Experimental	71	Python
26	liyucheng09/MetaphorFrame FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learning....	27	Experimental	37	Python
27	shammur/SemEval2022Task3 The PreTENS shared task hosted at SemEval 2022 aims at focusing on semantic...	27	Experimental	12	Jupyter Notebook
28	vishalrk1/SkimLit An NLP model to classify abstract sentences into the role they play (e.g....	27	Experimental	8	Jupyter Notebook
29	AdrianBZG/HyperBERT [EMNLP 2024] HyperBERT: Mixing Hypergraph-Aware Layers with Language Models...	26	Experimental	23	Python
30	luciamariaalvarezcrespo/GalMisoCorpus2023 :bookmark_tabs: Galician corpus for misogyny detection	22	Experimental	17	Python
31	mawdoo3/Multi-dialect-Arabic-BERT This is a repository of the Multi-dialect Arabic BERT model.	21	Experimental	38	—
32	DFKI-NLP/MultiTACRED [ACL23] This repository contains the code for our paper "MultiTACRED: A...	21	Experimental	10	Python
33	Zefty/HowReadableIsThis HowReadableIsThis \| HTML wrapper to a fine-tuned BERT model backend	21	Experimental	1	HTML
34	mv-lab/commonlit-readability-nlp CommonLit Readability Prize 2021. NLP competition hosted at Kaggle:...	21	Experimental	9	Jupyter Notebook
35	nhs-r-community/pxtextmineR An R wrapper for a Python pipeline to classify text based patient experience data	20	Experimental	6	R
36	teddyoweh/cheat-model NLP Text Binary Probabilistic Classification Model for predicting cheat statements	20	Experimental	8	Jupyter Notebook
37	Shuyib/pubmed-KE-NLP Practice project to review skills in text summarization and text mining....	13	Experimental	—	HTML
38	iamvigneshwars/skim-unstructured-medical-abstracts This project aims to annotate each sentence in randomised controlled trials...	11	Experimental	—	Python
39	xavier-gz/SLI_Galician_Corpora Corpora for Galician language	11	Experimental	3	—