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 81 question answering systems models tracked. 1 score above 50 (established tier). The highest-rated is cdqa-suite/cdQA at 51/100 with 617 stars.

Get all 81 projects as JSON

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#	Model	Score	Tier	Stars	Language
1	cdqa-suite/cdQA ⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.	51	Established	617	Python
2	AMontgomerie/question_generator An NLP system for generating reading comprehension questions	49	Emerging	298	Python
3	KristiyanVachev/Leaf-Question-Generation Easy to use and understand multiple-choice question generation algorithm...	46	Emerging	139	Jupyter Notebook
4	robinniesert/kaggle-google-quest Google QUEST Q&A Labeling Kaggle Competition 6th Place Solution	41	Emerging	45	Python
5	cooelf/AwesomeMRC IJCAI 2021 Tutorial & code for Retrospective Reader for Machine Reading...	40	Emerging	362	Python
6	pranavkumaarofficial/nlcli-wizard Natural language control for Python CLI tools using locally-trained SLMs...	39	Emerging	30	Python
7	NTU-SQUAD/transformers-coqa Albert for Conversational Question Answering Challenge	38	Emerging	22	Python
8	miranthajayatilake/nanoQA Question-answering on your own data with Large Language Models (LLMs)	38	Emerging	23	Python
9	AristotelisPap/Question-Answering-with-BERT-and-Knowledge-Distillation Fine-tuned BERT on SQuAd 2.0 Dataset. Applied Knowledge Distillation (KD)...	36	Emerging	26	Jupyter Notebook
10	smitkiri/news-qa Reading comprehension based question-answering model for news articles.	33	Emerging	11	Jupyter Notebook
11	declare-lab/TEAM Our EMNLP 2022 paper on MCQA	33	Emerging	23	Python
12	detsutut/ama-bot A modern and lightweight NLP interface for Question-Answering systems and...	33	Emerging	4	HTML
13	taesiri/ArXivQA WIP - Automated Question Answering for ArXiv Papers with Large Language...	32	Emerging	377	Python
14	amazon-science/wqa-contextual-qa Coala is a python package for Contextual Answer Sentence Selection.	32	Emerging	15	Python
15	bernardoleite/fairytaleqa-translated Code for paper "FairytaleQA Translated: Enabling Educational Question and...	32	Emerging	2	Python
16	prateekralhan/Deep-Question-Answering-System A deep learning based Q&A system built using RoBerTa model from huggingface...	31	Emerging	4	Python
17	w1bb/ATE A server application that provides the user answers to trivia-like questions.	31	Emerging	3	Python
18	obss/turkish-question-generation Automated question generation and question answering from Turkish texts...	31	Emerging	49	Python
19	RiccardoSpolaor/Question-Answering Question answering through pre-trained transformer-based models from Hugging Face.	30	Emerging	1	Jupyter Notebook
20	karthik19967829/InferDoc Generate SQUAD style dataset from raw text file and train a transformer...	29	Experimental	13	Python
21	Yusuf80216/QnATables-An-Intelligent-Question-Answering-System Question Answering System to answer question over tables in a document	28	Experimental	10	Jupyter Notebook
22	snexus/nlp-question-answering-system Question answering system with transformers	27	Experimental	7	Jupyter Notebook
23	bernardoleite/question-generation-t5-pytorch-lightning Question Generation for English and Portuguese, using the T5 model,...	27	Experimental	14	Python
24	Lahdhirim/NLP-financial-question-answering-tool Fine-tuning a text-to-text transformer model (T5) on a financial question...	26	Experimental	5	Python
25	kamyarghajar/DistilledNeuralResponseRanker Implementation of "Distilling Knowledge for Fast Retrieval-based Chat-bots"...	26	Experimental	9	Python
26	gokulkarthik/mucot MuCoT: Multilingual Contrastive Training for Question-Answering in...	26	Experimental	9	Jupyter Notebook
27	daedalus/llm-distiller Model distiller automator	26	Experimental	1	Python
28	riccardodm97/QA-QG Question Answering and Question Generation NLP tasks on the SQuAD v1.1 dataset	25	Experimental	5	Python
29	1tangerine1day/chinese-QA-chatbot A simple chinese QA chatbot implement with pytorch and transformer trained...	24	Experimental	5	Jupyter Notebook
30	saichandrapandraju/TabQGen This repository hosts the code for the paper "Answer-Aware Question...	24	Experimental	4	Jupyter Notebook
31	zizisaigao/ePQA-NLP-modeling This project builds nlp models on ePQA dataset. It covers LM trained for...	23	Experimental	2	Python
32	devbm7/QGen Question Generator System	22	Experimental	2	Python
33	GHermano-17/AVALIACAO-DE-MODELOS-QUESTION-ANSWERING Avaliação comparativa entre TinyRoBERTa e BERT Base em Question Answering — CTEIA/UFC	21	Experimental	—	Jupyter Notebook
34	A-SHOJAEI/contrastive-qa-verifier-with-adversarial-unanswerable A dual-encoder system that learns to verify question-answer pair validity...	21	Experimental	—	Python
35	kikitsa/question-answering-on-long-documents A question-answering on long documents NLP task which has been solved by...	21	Experimental	1	Jupyter Notebook
36	jasminwolf/ZakeyTeam-arabic-qa-system-arabert 🤖 Enhance Arabic NLP capabilities with this AI-powered question answering...	21	Experimental	—	Jupyter Notebook
37	adkwn1/question-answer-app Question and Answer web applicaiton using fine-tuned and pre-trained T5...	21	Experimental	1	Jupyter Notebook
38	svjack/docvqa-gen Question Answering dataset generator of Document Visual in English and Chinese	21	Experimental	24	Jupyter Notebook
39	nsi319/Question-Answering-KG This module is for QA generation from legal documents. The information is...	20	Experimental	6	Jupyter Notebook
40	ntphuc149/ViAG ViAG: A Novel Framework for Fine-tuning Answer Generation models ultilizing...	20	Experimental	4	Python
41	obss/disgem [EMNLP 2024] Official Implementation of DisGeM: Distractor Generation for...	20	Experimental	6	Python
42	yzhhome/QA 智能问答项目实现	20	Experimental	7	Python
43	Sarah111-AHM/ZakeyTeam-arabic-qa-system-arabert an AI powered Arabic Question Answering system built by fine tuning the...	20	Experimental	1	Jupyter Notebook
44	jolual2747/nlp-question-answering-with-hugginggface-transformers NLP question answering fine tuning Hugging Face's transformers	19	Experimental	3	Jupyter Notebook
45	Se-Hun/KorSQuAD-pl KorSQuAD-pl provides transfer learning codes about korean dataset KorQuAD...	19	Experimental	3	Jupyter Notebook
46	yjg30737/pyqt-ai-question-answer-example Example of AI question and answer model (deepset based, such as...	19	Experimental	3	Python
47	mirbostani/QA-KD-AL Improving Question Answering Performance Using Knowledge Distillation and...	19	Experimental	3	Python
48	guilherme-hermano/AVALIACAO-DE-MODELOS-QUESTION-ANSWERING Avaliação comparativa entre TinyRoBERTa e BERT Base em Question Answering — CTEIA/UFC	19	Experimental	—	Jupyter Notebook
49	sukrucildirr/factqa-atropos A factual question-answering environment designed to work both standalone...	18	Experimental	1	Python
50	johntsi/preast_qa Complex Question Answering by Pairwise Passage Ranking and Answer Style...	18	Experimental	2	Python
51	bernardoleite/question-generation-control Question-Answer Generation Control for English, using the T5 model and...	18	Experimental	2	Python
52	bernardoleite/question-answering-t5-pytorch-lightning Question Answering for English and Portuguese, using the T5 model,...	18	Experimental	2	Python
53	kanekiken1234/C2Q Context to Questions Generation System	17	Experimental	1	—
54	anakin87/electra-italian-xxl-cased-squad-it Electra model for (Extractive) Question Answering on Italian texts	17	Experimental	1	Jupyter Notebook
55	Rishi-Raj-Anand/SPINIX An interactive, context-aware Question Answering (QA) system built with...	17	Experimental	—	Python
56	Elbarbons/Data-enrichment-of-the-TEAM-method Data enrichment with experimental results of the paper 'Two is Better than...	17	Experimental	1	Python
57	tusharkolekar24/GenAI-for-MCQ-Creator Generative AI for MCQ Creator	17	Experimental	—	CSS
58	RaphaelMouravieff/TabStruct Code for ACL 2025 paper: "Structural Deep Encoding for Table Question Answering"	13	Experimental	—	Jupyter Notebook
59	gokularaman-c/physics-math-qa-bart Domain-specific Question Answering system for Physics & Mathematics research...	13	Experimental	2	Jupyter Notebook
60	itslasagne/betches A detailed study on enhancing the working of an Automated Question...	13	Experimental	—	Jupyter Notebook
61	Bhavik-Ardeshna/Question-Answering-for-Low-Resource-Languages Cascading Adaptors to Leverage English Data to Improve Performance...	12	Experimental	6	Python
62	CoderNitu/Question_Answering_Web_App Learn to build my own Deep Learning Powered Q&A Web App using Transformers and Anvil	12	Experimental	6	CSS
63	p208p2002/Neural-Question-Group-Generation EQGG: Automatic Question Group Generation	12	Experimental	6	Python
64	muhammadravi251001/qas-with-indonli Code Repository for Thesis: Utilizing Natural Language Inference for...	12	Experimental	1	Jupyter Notebook
65	MarsJacobs/kd-qat-large-enc [EMNLP 2022 main] Code for "Understanding and Improving Knowledge...	12	Experimental	8	Jupyter Notebook
66	SeaEagleI/question-answering 本科毕设存档	11	Experimental	3	Python
67	Temmie-Flakes/Simple_Choice_Question_Answering A Super simple, Super easy to install implementation of the multiple choice...	11	Experimental	—	Python
68	palanikumarmsc/text_to_answer_model text_to_answer_model	11	Experimental	—	Python
69	enriquesaou/tfg-lm-qa Language Models on Question Answering problems	11	Experimental	—	Jupyter Notebook
70	ladanuzhna/Question-Answering-BERT Using Bidirectional Encoder Representations from Transformers on Question Answering	11	Experimental	—	Python
71	muhammadravi251001/multilingual-qas-with-nli Code Repository for Paper: Multilingual Question Answering System Utilizing...	11	Experimental	—	Jupyter Notebook
72	rohitsroch/SEAD Simple Ensemble And Knowledge Distillation Framework For Natural Language...	11	Experimental	—	—
73	zeina99/QnA-research-papers Extractive Question Answering applied on Research papers using a pretrained QA model.	11	Experimental	3	Python
74	MariahFerns/QuestionAnswering-BERT-Finetuned-Finance Fine tune bert on a question answering dataset that is further finetuned on...	11	Experimental	—	Jupyter Notebook
75	JekyllAndHyde8999/Cauldron A Neural Question Generation System	11	Experimental	—	Python
76	Temmie-Flakes/Simple_Quote_Question_Answering extreamly basic implimation of the roberta-base-squad2 using the...	11	Experimental	—	Python
77	jackvial/duckbilledplatypusgo ML Question Answering built with Huggingface Transformers, FastAPI, and Laravel.	11	Experimental	3	PHP
78	martinp95/question_answering_from_context This project uses a fine-tuned BERT model to answer questions based on a...	11	Experimental	—	Python
79	dennisvdang/QA-Retrieval-System Project repository for the development of a Question-Answering (QA)...	10	Experimental	2	Jupyter Notebook
80	testzer0/Submod-LDQA Submodular Subset Selection for Long-Document Question Answering	10	Experimental	2	Python
81	Y-Sui/Semantic-Parsing-for-KGQA Semantic parsing for KGQA using pre-trained model	10	Experimental	2	Python