Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies

Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies

Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021

16 February 2021

Gabriele Pergola

Yulan He

ArXiv (abs)PDF HTML

Papers citing "Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies"

18 / 18 papers shown

Title
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and EthicsInformation Fusion (Inf. Fusion), 2023 Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Xiaoshi Zhong LM&MA AILaw 534 253 0 28 Jan 2025
SciGisPy: a Novel Metric for Biomedical Text Simplification via Gist Inference Score Chen Lyu Gabriele Pergola 158 6 0 12 Oct 2024
Society of Medical Simplifiers Chen Lyu Gabriele Pergola MedIm 138 0 0 12 Oct 2024
Cascading Large Language Models for Salient Event Graph Generation Xingwei Tan Yuxiang Zhou Gabriele Pergola Yulan He 306 8 0 26 Jun 2024
Prompting-based Synthetic Data Generation for Few-Shot Question AnsweringInternational Conference on Language Resources and Evaluation (LREC), 2024 Maximilian Schmidt Andrea Bartezzaghi Ngoc Thang Vu SyDa 149 10 0 15 May 2024
Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study ZHAOYUE SUN Gabriele Pergola Byron C. Wallace Yulan He LM&MA 188 21 0 24 Feb 2024
Question answering systems for health professionals at the point of care -- a systematic review Gregory Kell A. Roberts Serge Umansky Linglong Qian Davide Ferrari Frank Soboczenski Byron Wallace Nikhil Patel Iain J. Marshall AI4MH 133 19 0 24 Jan 2024
Building Efficient and Effective OpenQA Systems for Low-Resource Languages Emrah Budur Riza Ozccelik Dilara Soylu Omar Khattab Tunga Güngör Christopher Potts 205 7 0 07 Jan 2024
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David Clifton LM&MA 508 175 0 09 Nov 2023
Do not Mask Randomly: Effective Domain-adaptive Pre-training by Masking In-domain KeywordsWorkshop on Representation Learning for NLP (RepL4NLP), 2023 Shahriar Golchin Mihai Surdeanu N. Tavabi A. Kiapour 98 6 0 14 Jul 2023
Event Temporal Relation Extraction with Bayesian Translational ModelConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Xingwei Tan Gabriele Pergola Yulan He AI4TS 190 13 0 10 Feb 2023
Event-Centric Question Answering via Contrastive Learning and Invertible Event TransformationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Junru Lu Xingwei Tan Gabriele Pergola Lin Gui Yulan He 183 12 0 24 Oct 2022
Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence ModelsInternational Conference on Computational Linguistics (COLING), 2022 Yanjun Gao Dmitriy Dligach T. Miller Dongfang Xu M. Churpek Majid Afshar AI4MH 180 42 0 17 Aug 2022
Hero-Gang Neural Model For Named Entity RecognitionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Jinpeng Hu Yaling Shen Yang Liu Xiang Wan Tsung-Hui Chang 108 19 0 15 May 2022
Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social MediaNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Lixing Zhu Zheng Fang Gabriele Pergola Rob Procter Yulan He 134 8 0 06 May 2022
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task Maria Mahbub Sudarshan Srinivasan Edmon Begoli Gregory D. Peterson 222 11 0 26 Feb 2022
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 230 115 0 07 Jul 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language ModelsJournal of Biomedical Informatics (JBI), 2021 Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 311 186 0 16 Apr 2021