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ViMMRC 2.0 -- Enhancing Machine Reading Comprehension on Vietnamese Literature Text

31 March 2023

Author Contacts:

sonlt@uit.edu.vn 19521706@gm.uit.edu.vn 19522499@gm.uit.edu.vn kietnv@uit.edu.vn ngannlt@uit.edu.vn

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Papers citing "ViMMRC 2.0 -- Enhancing Machine Reading Comprehension on Vietnamese Literature Text"

23 / 23 papers shown

Title
Evaluating the Symbol Binding Ability of Large Language Models for Multiple-Choice Questions in Vietnamese General Education Duc-Vu Nguyen Quoc-Nam Nguyen 137 6 0 18 Oct 2023
EVJVQA Challenge: Multilingual Visual Question Answering Ngan Luu-Thuy Nguyen Nghia Hieu Nguyen Duong T.D. Vo K. Tran Kiet Van Nguyen 57 7 0 23 Feb 2023
SMTCE: A Social Media Text Classification Evaluation Benchmark and BERTology Models for Vietnamese Luan Thanh Nguyen Kiet Van Nguyen Ngan Luu-Thuy Nguyen VLM 40 9 0 21 Sep 2022
UIT-ViCoV19QA: A Dataset for COVID-19 Community-based Question Answering on Vietnamese Language T. M. Thai Ngan Ha-Thao Chu A. T. Vo Son T. Luu 69 3 0 14 Sep 2022
SPBERTQA: A Two-Stage Question Answering System Based on Sentence Transformers for Medical Texts N. T. Nguyen Phuong Phan-Dieu Ha Luan Thanh Nguyen Kiet Van Nguyen Ngan Luu-Thuy Nguyen MedIm 45 11 0 20 Jun 2022
VLSP 2021 - ViMRC Challenge: Vietnamese Machine Reading Comprehension Kiet Van Nguyen Son Quoc Tran Luan Thanh Nguyen Tin Van Huynh Son T. Luu Ngan Luu-Thuy Nguyen 57 12 0 22 Mar 2022
Predicting Job Titles from Job Descriptions with Multi-label Text Classification H. Tran Hanh Hong-Phuc Vo Son T. Luu 51 11 0 21 Dec 2021
Sentence Extraction-Based Machine Reading Comprehension for Vietnamese Phong Nguyen-Thuan Do N. D. Nguyen Tin Van Huynh Kiet Van Nguyen A. Nguyen Ngan Luu-Thuy Nguyen 63 15 0 19 May 2021
Conversational Machine Reading Comprehension for Vietnamese Healthcare Texts Son T. Luu Mao Nguyen Bui Loi Duc Nguyen Khiem Vinh Tran Kiet Van Nguyen Ngan Luu-Thuy Nguyen 70 10 0 04 May 2021
A Short Survey of Pre-trained Language Models for Conversational AI-A NewAge in NLP Munazza Zaib Quan Z. Sheng W. Zhang 58 69 0 22 Apr 2021
NLPBK at VLSP-2020 shared task: Compose transformer pretrained models for Reliable Intelligence Identification on Social network Thanh C. Nguyen V. Nguyen ViT 55 3 0 29 Jan 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 64 49 0 25 Jan 2021
A Vietnamese Dataset for Evaluating Machine Reading Comprehension Kiet Van Nguyen Duc-Vu Nguyen A. Nguyen Ngan Luu-Thuy Nguyen 69 57 0 30 Sep 2020
An Experimental Study of Deep Neural Network Models for Vietnamese Multiple-Choice Reading Comprehension Son T. Luu Kiet Van Nguyen A. Nguyen Ngan Luu-Thuy Nguyen 43 5 0 20 Aug 2020
Improving Sequence Tagging for Vietnamese Text Using Transformer-based Neural Models Viet The Bui Oanh T. K. Tran Hong Phuong Le 57 39 0 29 Jun 2020
New Vietnamese Corpus for Machine Reading Comprehension of Health News Articles Kiet Van Nguyen Tin Van Huynh Duc-Vu Nguyen A. Nguyen Ngan Luu-Thuy Nguyen 49 41 0 19 Jun 2020
A Primer in BERTology: What we know about how BERT works Anna Rogers Olga Kovaleva Anna Rumshisky OffRL 87 1,497 0 27 Feb 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 223 6,565 0 05 Nov 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 234 7,520 0 02 Oct 2019
MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension Di Jin Shuyang Gao Jiun-Yu Kao Tagyoung Chung Dilek Z. Hakkani-Tür 71 69 0 01 Oct 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
CoQA: A Conversational Question Answering Challenge Siva Reddy Danqi Chen Christopher D. Manning RALM HAI 98 1,205 0 21 Aug 2018
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit Thanh Tien Vu Dat Quoc Nguyen Dai Quoc Nguyen Mark Dras Mark Johnson 72 149 0 04 Jan 2018