PubMedQA: A Dataset for Biomedical Research Question Answering

13 September 2019

Papers citing "PubMedQA: A Dataset for Biomedical Research Question Answering"

50 / 525 papers shown

Title
Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes Vahan Arsenyan Spartak Bughdaryan Fadi Shaya Kent Small Davit Shahnazaryan 35 10 0 29 Jan 2023
ThoughtSource: A central hub for large language model reasoning data Simon Ott Konstantin Hebenstreit Valentin Liévin C. Hother M. Moradi Maximilian Mayrhauser Robert Praas Ole Winther Matthias Samwald ReLM LRM 22 41 0 27 Jan 2023
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature E. Mitchell Yoonho Lee Alexander Khazatsky Christopher D. Manning Chelsea Finn 29 582 0 26 Jan 2023
Mind Reasoning Manners: Enhancing Type Perception for Generalized Zero-shot Logical Reasoning over Text Fangzhi Xu Jun Liu Qika Lin Tianzhe Zhao Jian Zhang Lingling Zhang ReLM LRM 20 3 0 08 Jan 2023
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 24 2,173 0 26 Dec 2022
The Effects of In-domain Corpus Size on pre-training BERT Chris Sanchez Zheyu Zhang AI4CE 11 4 0 15 Dec 2022
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks Ruiqing Ding Xiao Han Leye Wang 36 1 0 10 Dec 2022
Few-shot Query-Focused Summarization with Prefix-Merging Ruifeng Yuan Zili Wang Ziqiang Cao Wenjie Li 26 7 0 29 Nov 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 45 87 0 16 Nov 2022
Galactica: A Large Language Model for Science Ross Taylor Marcin Kardas Guillem Cucurull Thomas Scialom Anthony Hartshorn Elvis Saravia Andrew Poulton Viktor Kerkez Robert Stojnic ELM ReLM 46 727 0 16 Nov 2022
RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question Alireza Mohammadshahi Thomas Scialom Majid Yazdani Pouya Yanki Angela Fan James Henderson Marzieh Saeidi 31 20 0 02 Nov 2022
What Language Model to Train if You Have One Million GPU Hours? Teven Le Scao Thomas Wang Daniel Hesslow Lucile Saulnier Stas Bekman ... Lintang Sutawika Jaesung Tae Zheng-Xin Yong Julien Launay Iz Beltagy MoE AI4CE 230 103 0 27 Oct 2022
Cross-domain Generalization for AMR Parsing Xuefeng Bai Sen Yang Leyang Cui Linfeng Song Yue Zhang 49 2 0 22 Oct 2022
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining Renqian Luo Liai Sun Yingce Xia Tao Qin Sheng Zhang Hoifung Poon Tie-Yan Liu MedIm AI4CE LM&MA 41 787 0 19 Oct 2022
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga Antoine Bosselut Hongyu Ren Xikun Zhang Christopher D. Manning Percy Liang J. Leskovec 33 193 0 17 Oct 2022
Enriching Biomedical Knowledge for Low-resource Language Through Large-Scale Translation Long Phan Tai Dang H. Tran Trieu H. Trinh Vy Phan Lam D. Chau Minh-Thang Luong 12 8 0 11 Oct 2022
Knowledge Unlearning for Mitigating Privacy Risks in Language Models Joel Jang Dongkeun Yoon Sohee Yang Sungmin Cha Moontae Lee Lajanugen Logeswaran Minjoon Seo KELM PILM MU 147 191 0 04 Oct 2022
Can large language models reason about medical questions? Valentin Liévin C. Hother Andreas Geert Motzfeldt Ole Winther ELM LM&MA AI4MH LRM 26 299 0 17 Jul 2022
BioTABQA: Instruction Learning for Biomedical Table Question Answering Man Luo S. Saxena Swaroop Mishra Mihir Parmar Chitta Baral LMTD 157 15 0 06 Jul 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 95 46 0 30 Jun 2022
Modern Question Answering Datasets and Benchmarks: A Survey Zhen Wang 39 22 0 30 Jun 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 20 10 0 20 Jun 2022
Clinical Dialogue Transcription Error Correction using Seq2Seq Models Gayani Nanayakkara Nirmalie Wiratunga D. Corsar Kyle Martin A. Wijekoon 6 1 0 26 May 2022
Sparse*BERT: Sparse Models Generalize To New tasks and Domains Daniel Fernando Campos Alexandre Marques Tuan Nguyen Mark Kurtz Chengxiang Zhai 14 1 0 25 May 2022
Science Checker: Extractive-Boolean Question Answering For Scientific Fact Checking Loïc Rakotoson Charles Letaillieur S. Massip F. Laleye 15 4 0 26 Apr 2022
In-BoXBART: Get Instructions into Biomedical Multi-Task Learning Mihir Parmar Swaroop Mishra Mirali Purohit Man Luo M. H. Murad Chitta Baral 28 22 0 15 Apr 2022
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization? Thomas Wang Adam Roberts Daniel Hesslow Teven Le Scao Hyung Won Chung Iz Beltagy Julien Launay Colin Raffel 31 167 0 12 Apr 2022
Data Augmentation for Biomedical Factoid Question Answering Dimitris Pappas Prodromos Malakasiotis Ion Androutsopoulos MedIm 24 12 0 10 Apr 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 25 14 0 06 Apr 2022
LinkBERT: Pretraining Language Models with Document Links Michihiro Yasunaga J. Leskovec Percy Liang KELM 29 353 0 29 Mar 2022
MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering Ankit Pal Logesh Kumar Umapathi Malaikannan Sankarasubbu ELM LM&MA 14 300 0 27 Mar 2022
Predicting Clinical Intent from Free Text Electronic Health Records Kawsar Noor Katherine Smith Julia Bennett Jade OConnell Jessica Fisk ... Teresa Xu Simon Knight L. Romão Richard J. B. Dobson W. K. Wong 24 1 0 25 Mar 2022
UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training Daniel Khashabi Yeganeh Kordi Hannaneh Hajishirzi 17 66 0 23 Feb 2022
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific Papers Federico Ruggeri Mohsen Mesgar Iryna Gurevych 19 1 0 14 Feb 2022
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean André F. A. Paschoal Paulo Pirozelli Valdinei Freire K. V. Delgado S. M. Peres ... Flávio Nakasato A. Oliveira A. Brandão A. H. R. Costa Fabio Gagliardi Cozman RALM 19 11 0 04 Feb 2022
Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing Robert Tinn Hao Cheng Yu Gu Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA 17 111 0 15 Dec 2021
MultiVerS: Improving scientific claim verification with weak supervision and full-document context David Wadden Bertie Vidgen Lucy Lu Wang Dirk Hovy J. Pierrehumbert Hannaneh Hajishirzi 27 151 0 02 Dec 2021
Improving the robustness and accuracy of biomedical language models through adversarial training M. Moradi Matthias Samwald AAML OOD MedIm 42 10 0 16 Nov 2021
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 25 0 0 10 Nov 2021
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers Haitian Sun William W. Cohen Ruslan Salakhutdinov 67 33 0 13 Oct 2021
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 37 163 0 11 Oct 2021
What Would it Take to get Biomedical QA Systems into Practice? Gregory Kell Iain J. Marshall Byron C. Wallace A. Jaun 19 10 0 21 Sep 2021
Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT Zaiqiao Meng Fangyu Liu T. H. Clark Ehsan Shareghi Nigel Collier MoE 42 37 0 10 Sep 2021
GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain M. Moradi Kathrin Blagec F. Haberl Matthias Samwald LM&MA AI4MH 34 65 0 06 Sep 2021
An Empirical Exploration in Quality Filtering of Text Data Leo Gao 10 11 0 02 Sep 2021
SummerTime: Text Summarization Toolkit for Non-experts Ansong Ni Zhangir Azerbayev Mutethia Mutuma Troy Feng Yusen Zhang Tao Yu Ahmed Hassan Awadallah Dragomir R. Radev 27 10 0 29 Aug 2021
MeDiaQA: A Question Answering Dataset on Medical Dialogues Huqun Suri Qi Zhang Wenhua Huo Yan Liu Chunsheng Guan LM&MA 22 5 0 18 Aug 2021
Attention-based Aspect Reasoning for Knowledge Base Question Answering on Clinical Notes Ping Wang Tian Shi Khushbu Agarwal Sutanay Choudhury Chandan K. Reddy 22 6 0 01 Aug 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 27 163 0 27 Jul 2021
Overview of BioASQ 2020: The eighth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering A. Nentidis Anastasia Krithara K. Bougiatiotis Martin Krallinger Carlos Rodríguez-Penagos Marta Villegas G. Paliouras 12 32 0 28 Jun 2021