BIOMRC: A Dataset for Biomedical Machine Reading Comprehension

13 May 2020

Papers citing "BIOMRC: A Dataset for Biomedical Machine Reading Comprehension"

32 / 32 papers shown

Title
From Queries to Criteria: Understanding How Astronomers Evaluate LLMs Alina Hyk Kiera McCormick Mian Zhong I. Ciucă Sanjib Sharma John F. Wu J. E. G. Peek K. Iyer Ziang Xiao Anjalie Field 45 0 0 21 Jul 2025
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types Xuanliang Zhang Dingzirui Wang Baoxin Wang Longxu Dou Xinyuan Lu Keyan Xu Dayong Wu Qingfu Zhu Wanxiang Che LMTD 642 3 0 16 Dec 2024
SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers Shruti Singh Nandan Sarkar Arman Cohan 116 5 0 08 Nov 2024
Optimized Biomedical Question-Answering Services with LLM and Multi-BERT Integration Cheng Qian Xianglong Shi Shanshan Yao Yichen Liu Fengming Zhou Zishu Zhang Junaid Akram Ali Braytee Ali Anaissi AI4MH 77 2 0 11 Oct 2024
MoDEM: Mixture of Domain Expert Models Toby Simonds Kemal Kurniawan Jey Han Lau MoE 108 3 0 09 Oct 2024
WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain Rounak Meyur Hung Phan S. Wagle Jan Strube M. Halappanavar Sameera Horawalavithana Anurag Acharya Sai Munikoti 119 1 0 21 Aug 2024
Recent Advances in Multi-Choice Machine Reading Comprehension: A Survey on Methods and Datasets Shima Foolad Kourosh Kiani R. Rastgoo FaML 124 0 0 04 Aug 2024
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers Shraman Pramanick Rama Chellappa Subhashini Venugopalan 229 30 0 12 Jul 2024
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering Anand Subramanian Viktor Schlegel Abhinav Ramesh Kashyap Thanh-Tung Nguyen Vijay Prakash Dwivedi Stefan Winkler ELM LM&MA AI4MH 80 4 0 06 Jun 2024
Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension Shubham Vatsal Ayush Singh LM&MA RALM 98 0 0 29 May 2024
Comparing Template-based and Template-free Language Model Probing Sagi Shaier Kevin Bennett Lawrence E Hunter Katharina von der Wense ELM 133 4 0 31 Jan 2024
Human Still Wins over LLM: An Empirical Study of Active Learning on Domain-Specific Annotation Tasks Yuxuan Lu Bingsheng Yao Shao Zhang Yun Wang Peng Zhang Tun Lu Toby Jia-Jun Li Dakuo Wang ALM 106 23 0 16 Nov 2023
NuclearQA: A Human-Made Benchmark for Language Models for the Nuclear Domain Anurag Acharya Sai Munikoti Aaron Hellinger Sara Smith S. Wagle Sameera Horawalavithana ELM 135 4 0 17 Oct 2023
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges Vinay Samuel Houda Aynaou Arijit Ghosh Chowdhury Karthik Venkat Ramanan Aman Chadha SyDa 127 13 0 21 Sep 2023
SciMRC: Multi-perspective Scientific Machine Reading Comprehension Xiao Zhang Heqi Zheng Yuxiang Nie Heyan Huang Xian-Ling Mao 84 1 0 25 Jun 2023
Document Understanding Dataset and Evaluation (DUDE) Jordy Van Landeghem Rubèn Pérez Tito Łukasz Borchmann Michal Pietruszka Pawel Józiak ... Bertrand Ackaert Ernest Valveny Matthew Blaschko Sien Moens Tomasz Stanislawek VGen 168 84 0 15 May 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Shafiq Joty VLM LRM 152 16 0 16 Feb 2023
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 134 5 0 01 Aug 2022
BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing Jason Alan Fries Leon Weber Natasha Seelam Gabriel Altay Debajyoti Datta ... Minh Chien Vu Trishala Neeraj Jonas Golde Albert Villanova del Moral Benjamin Beilharz LM&MA 176 50 0 30 Jun 2022
Contextual embedding and model weighting by fusing domain knowledge on Biomedical Question Answering Yuxuan Lu Jingya Yan Zhixuan Qi Zhongzheng Ge Yongping Du MedIm 50 4 0 26 Jun 2022
KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP Yufei Wang Jiayi Zheng Can Xu Xiubo Geng Tao Shen Chongyang Tao Daxin Jiang VLM MoE 104 2 0 21 Jun 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 132 15 0 25 May 2022
Data Augmentation for Biomedical Factoid Question Answering Dimitris Pappas Prodromos Malakasiotis Ion Androutsopoulos MedIm 89 12 0 10 Apr 2022
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific Papers Federico Ruggeri Mohsen Mesgar Iryna Gurevych 62 2 0 14 Feb 2022
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 90 0 0 10 Nov 2021
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 315 526 0 29 Oct 2021
Exploring Universal Intrinsic Task Subspace via Prompt Tuning Yujia Qin Xiaozhi Wang Yusheng Su Yankai Lin Ning Ding ... Juanzi Li Lei Hou Peng Li Maosong Sun Jie Zhou VLM VPVLM 237 29 0 15 Oct 2021
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers Pradeep Dasigi Kyle Lo Iz Beltagy Arman Cohan Noah A. Smith Matt Gardner RALM 157 339 0 07 May 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 369 189 0 18 Apr 2021
Sequence tagging for biomedical extractive question answering Wonjin Yoon Richard Jackson Aron Lagerberg Jaewoo Kang MedIm 79 29 0 15 Apr 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 120 107 0 10 Feb 2021
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 157 88 0 06 Jan 2020