DTW at Qurán QA 2022: Utilising Transfer Learning with Transformers for
Question Answering in a Low-resource Domain

DTW at Qurán QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain

12 May 2022

Damith Premasiri

Tharindu Ranasinghe

Wajdi Zaghouani

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Papers citing "DTW at Qurán QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain"

18 / 18 papers shown

Title
An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers Tharindu Ranasinghe Constantin Orasan R. Mitkov 59 28 0 31 May 2021
The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models Go Inoue Bashar Alhafni Nurpeiis Baimukan Houda Bouamor Nizar Habash 83 236 0 11 Mar 2021
AraELECTRA: Pre-Training Text Discriminators for Arabic Language Understanding Wissam Antoun Fady Baly Hazem M. Hajj 64 105 0 31 Dec 2020
BRUMS at SemEval-2020 Task 12 : Transformer based Multilingual Offensive Language Identification in Social Media Tharindu Ranasinghe Hansi Hettiarachchi 55 20 0 13 Oct 2020
InfoMiner at WNUT-2020 Task 2: Transformer-based Covid-19 Informative Tweet Extraction Hansi Hettiarachchi Tharindu Ranasinghe MedIm 24 21 0 11 Oct 2020
Multilingual Offensive Language Identification with Cross-lingual Embeddings Tharindu Ranasinghe Marcos Zampieri 45 155 0 11 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 107 671 0 02 Oct 2020
AraBERT: Transformer-based Model for Arabic Language Understanding Wissam Antoun Fady Baly Hazem M. Hajj 136 973 0 28 Feb 2020
FQuAD: French Question Answering Dataset Martin d'Hoffschmidt Wacim Belblidia Tom Brendlé Quentin Heinrich Maxime Vidal 84 100 0 14 Feb 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 101 86 0 06 Jan 2020
SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Pavel Efimov Andrey Chertok Leonid Boytsov Pavel Braslavski 120 61 0 20 Dec 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 373 6,467 0 26 Sep 2019
SG-Net: Syntax-Guided Machine Reading Comprehension Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 71 188 0 14 Aug 2019
Neural Arabic Question Answering Hussein Mozannar Karl El Hajal Elie Maamary Hazem M. Hajj 61 136 0 12 Jun 2019
Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation Toan Q. Nguyen David Chiang 77 210 0 31 Aug 2017
NewsQA: A Machine Comprehension Dataset Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman 106 893 0 29 Nov 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 316 8,169 0 16 Jun 2016
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 351 3,552 0 10 Jun 2015