Question Answering Systems Transformer Models

Tools for extractive and generative question answering using transformer models on text corpora. Does NOT include knowledge distillation, model optimization, or QA frameworks without transformer-based inference components.

There are 64 question answering systems models tracked. The highest-rated is cdqa-suite/cdQA at 44/100 with 617 stars.

Get all 64 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=question-answering-systems&limit=20"

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

#	Model	Score	Tier	Stars	Language
1	cdqa-suite/cdQA ⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.	44	Emerging	617	Python
2	AMontgomerie/question_generator An NLP system for generating reading comprehension questions	42	Emerging	298	Python
3	KristiyanVachev/Leaf-Question-Generation Easy to use and understand multiple-choice question generation algorithm...	39	Emerging	139	Jupyter Notebook
4	pranavkumaarofficial/nlcli-wizard Natural language control for Python CLI tools using locally-trained SLMs...	35	Emerging	30	Python
5	robinniesert/kaggle-google-quest Google QUEST Q&A Labeling Kaggle Competition 6th Place Solution	34	Emerging	45	Python
6	cooelf/AwesomeMRC IJCAI 2021 Tutorial & code for Retrospective Reader for Machine Reading...	33	Emerging	362	Python
7	miranthajayatilake/nanoQA Question-answering on your own data with Large Language Models (LLMs)	31	Emerging	23	Python
8	NTU-SQUAD/transformers-coqa Albert for Conversational Question Answering Challenge	31	Emerging	22	Python
9	AristotelisPap/Question-Answering-with-BERT-and-Knowledge-Distillation Fine-tuned BERT on SQuAd 2.0 Dataset. Applied Knowledge Distillation (KD)...	29	Experimental	26	Jupyter Notebook
10	declare-lab/TEAM Our EMNLP 2022 paper on MCQA	26	Experimental	23	Python
11	smitkiri/news-qa Reading comprehension based question-answering model for news articles.	26	Experimental	11	Jupyter Notebook
12	detsutut/ama-bot A modern and lightweight NLP interface for Question-Answering systems and...	26	Experimental	4	HTML
13	amazon-science/wqa-contextual-qa Coala is a python package for Contextual Answer Sentence Selection.	25	Experimental	15	Python
14	nhatsmrt/wiki-dpr A simple tool to retrieve relevant Wikipedia passages	25	Experimental	2	Python
15	taesiri/ArXivQA WIP - Automated Question Answering for ArXiv Papers with Large Language...	25	Experimental	377	Python
16	bernardoleite/fairytaleqa-translated Code for paper "FairytaleQA Translated: Enabling Educational Question and...	25	Experimental	2	Python
17	obss/turkish-question-generation Automated question generation and question answering from Turkish texts...	24	Experimental	49	Python
18	w1bb/ATE A server application that provides the user answers to trivia-like questions.	24	Experimental	3	Python
19	prateekralhan/Deep-Question-Answering-System A deep learning based Q&A system built using RoBerTa model from huggingface...	24	Experimental	4	Python
20	sriyavasudevan/Question-Answering-System We built a Question Answer System using BERT. Based on our benchmark dataset...	23	Experimental	2	Python
21	RiccardoSpolaor/Question-Answering Question answering through pre-trained transformer-based models from Hugging Face.	23	Experimental	1	Jupyter Notebook
22	guilherme-hermano/AVALIACAO-DE-MODELOS-QUESTION-ANSWERING Avaliação comparativa entre TinyRoBERTa e BERT Base em Question Answering — CTEIA/UFC	22	Experimental	—	Jupyter Notebook
23	GHermano-17/AVALIACAO-DE-MODELOS-QUESTION-ANSWERING Avaliação comparativa entre TinyRoBERTa e BERT Base em Question Answering — CTEIA/UFC	22	Experimental	—	Jupyter Notebook
24	jasminwolf/ZakeyTeam-arabic-qa-system-arabert 🤖 Enhance Arabic NLP capabilities with this AI-powered question answering...	22	Experimental	—	Jupyter Notebook
25	karthik19967829/InferDoc Generate SQUAD style dataset from raw text file and train a transformer...	22	Experimental	13	Python
26	Yusuf80216/QnATables-An-Intelligent-Question-Answering-System Question Answering System to answer question over tables in a document	21	Experimental	10	Jupyter Notebook
27	zizisaigao/ePQA-NLP-modeling This project builds nlp models on ePQA dataset. It covers LM trained for...	21	Experimental	2	Python
28	Sarah111-AHM/ZakeyTeam-arabic-qa-system-arabert an AI powered Arabic Question Answering system built by fine tuning the...	20	Experimental	1	Jupyter Notebook
29	daedalus/distiller Model distiller automator	20	Experimental	1	Python
30	Lahdhirim/NLP-financial-question-answering-tool Fine-tuning a text-to-text transformer model (T5) on a financial question...	20	Experimental	5	Python
31	bernardoleite/question-generation-t5-pytorch-lightning Question Generation for English and Portuguese, using the T5 model,...	20	Experimental	14	Python
32	snexus/nlp-question-answering-system Question answering system with transformers	20	Experimental	7	Jupyter Notebook
33	gokulkarthik/mucot MuCoT: Multilingual Contrastive Training for Question-Answering in...	19	Experimental	9	Jupyter Notebook
34	kamyarghajar/DistilledNeuralResponseRanker Implementation of "Distilling Knowledge for Fast Retrieval-based Chat-bots"...	19	Experimental	9	Python
35	A-SHOJAEI/contrastive-qa-verifier-with-adversarial-unanswerable A dual-encoder system that learns to verify question-answer pair validity...	19	Experimental	—	Python
36	riccardodm97/QA-QG Question Answering and Question Generation NLP tasks on the SQuAD v1.1 dataset	18	Experimental	5	Python
37	1tangerine1day/chinese-QA-chatbot A simple chinese QA chatbot implement with pytorch and transformer trained...	17	Experimental	5	Jupyter Notebook
38	saichandrapandraju/TabQGen This repository hosts the code for the paper "Answer-Aware Question...	17	Experimental	4	Jupyter Notebook
39	devbm7/QGen Question Generator System	15	Experimental	2	Python
40	Rishi-Raj-Anand/SPINIX An interactive, context-aware Question Answering (QA) system built with...	15	Experimental	—	Python
41	tusharkolekar24/GenAI-for-MCQ-Creator Generative AI for MCQ Creator	15	Experimental	—	CSS
42	svjack/docvqa-gen Question Answering dataset generator of Document Visual in English and Chinese	14	Experimental	24	Jupyter Notebook
43	Dristro/Inqueropedia Inqueropedia aims to simplify information discovery by transforming the vast...	14	Experimental	4	Jupyter Notebook
44	adkwn1/question-answer-app Question and Answer web applicaiton using fine-tuned and pre-trained T5...	14	Experimental	1	Jupyter Notebook
45	muhammedshihab1001/quora-duplicate-question-detection Detect duplicate questions using NLP techniques including TF-IDF + Logistic...	14	Experimental	—	Jupyter Notebook
46	ntphuc149/ViAG ViAG: A Novel Framework for Fine-tuning Answer Generation models ultilizing...	14	Experimental	4	Python
47	kikitsa/question-answering-on-long-documents A question-answering on long documents NLP task which has been solved by...	14	Experimental	1	Jupyter Notebook
48	nsi319/Question-Answering-KG This module is for QA generation from legal documents. The information is...	13	Experimental	6	Jupyter Notebook
49	yzhhome/QA 智能问答项目实现	13	Experimental	7	Python
50	obss/disgem [EMNLP 2024] Official Implementation of DisGeM: Distractor Generation for...	13	Experimental	6	Python
51	sukrucildirr/factqa-atropos A factual question-answering environment designed to work both standalone...	12	Experimental	1	Python
52	Se-Hun/KorSQuAD-pl KorSQuAD-pl provides transfer learning codes about korean dataset KorQuAD...	12	Experimental	3	Jupyter Notebook
53	jolual2747/nlp-question-answering-with-hugginggface-transformers NLP question answering fine tuning Hugging Face's transformers	12	Experimental	3	Jupyter Notebook
54	mirbostani/QA-KD-AL Improving Question Answering Performance Using Knowledge Distillation and...	12	Experimental	3	Python
55	yjg30737/pyqt-ai-question-answer-example Example of AI question and answer model (deepset based, such as...	12	Experimental	3	Python
56	itslasagne/betches A detailed study on enhancing the working of an Automated Question...	11	Experimental	—	Jupyter Notebook
57	RaphaelMouravieff/TabStruct Code for ACL 2025 paper: "Structural Deep Encoding for Table Question Answering"	11	Experimental	—	Jupyter Notebook
58	bernardoleite/question-answering-t5-pytorch-lightning Question Answering for English and Portuguese, using the T5 model,...	11	Experimental	2	Python
59	bernardoleite/question-generation-control Question-Answer Generation Control for English, using the T5 model and...	11	Experimental	2	Python
60	johntsi/preast_qa Complex Question Answering by Pairwise Passage Ranking and Answer Style...	11	Experimental	2	Python
61	anakin87/electra-italian-xxl-cased-squad-it Electra model for (Extractive) Question Answering on Italian texts	10	Experimental	1	Jupyter Notebook
62	kanekiken1234/C2Q Context to Questions Generation System	10	Experimental	1	—
63	muhammadravi251001/qas-with-indonli Code Repository for Thesis: Utilizing Natural Language Inference for...	10	Experimental	1	Jupyter Notebook
64	Elbarbons/Data-enrichment-of-the-TEAM-method Data enrichment with experimental results of the paper 'Two is Better than...	10	Experimental	1	Python