A Question-Entailment Approach to Question Answering

23 January 2019

Papers citing "A Question-Entailment Approach to Question Answering"

21 / 21 papers shown

Title
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 91 0 0 29 Apr 2025
Iterative Tree Analysis for Medical Critics Zenan Huang Mingwei Li Zheng Zhou Youxin Jiang 170 0 0 18 Jan 2025
Towards Effective Discrimination Testing for Generative AI Thomas P. Zollo Nikita Rajaneesh Richard Zemel Talia B. Gillis Emily Black 35 1 0 31 Dec 2024
Detecting Bias and Enhancing Diagnostic Accuracy in Large Language Models for Healthcare Pardis Sadat Zahraei Zahra Shakeri LM&MA 26 0 0 09 Oct 2024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions Hanjie Chen Zhouxiang Fang Yash Singla Mark Dredze ELM AI4MH 49 33 0 28 Feb 2024
Where is the answer? Investigating Positional Bias in Language Model Knowledge Extraction Kuniaki Saito Kihyuk Sohn Chen-Yu Lee Yoshitaka Ushiku 66 2 0 16 Feb 2024
PEFT-MedAware: Large Language Model for Medical Awareness Keivalya Pandya MedIm AI4MH LM&MA 21 0 0 17 Nov 2023
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering Systems Sagi Shaier Kevin Bennett Lawrence E Hunter K. Wense 29 0 0 16 Oct 2023
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision Khalil Mrini Harpreet Singh Franck Dernoncourt Seunghyun Yoon Trung Bui Walter Chang E. Farcas Ndapandula Nakashole ELM AI4MH 38 4 0 30 Sep 2022
Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing Tal August Lucy Lu Wang Jonathan Bragg Marti A. Hearst Andrew Head Kyle Lo 22 40 0 28 Feb 2022
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records Xi Yang Aokun Chen Nima M. Pournejatian Hoo-Chang Shin Kaleb E. Smith ... Duane A. Mitchell W. Hogan E. Shenkman Jiang Bian Yonghui Wu AI4MH LM&MA 37 508 0 02 Feb 2022
The University of Texas at Dallas HLTRI's Participation in EPIC-QA: Searching for Entailed Questions Revealing Novel Answer Nuggets Nuggets Maxwell Weinzierl 16 3 0 28 Dec 2021
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Akari Asai Matt Gardner Hannaneh Hajishirzi RALM 23 45 0 16 Dec 2021
COVIDRead: A Large-scale Question Answering Dataset on COVID-19 Tanik Saikh Sovan Kumar Sahoo Asif Ekbal P. Bhattacharyya 27 5 0 05 Oct 2021
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation Derek Chen Zhou Yu 32 31 0 07 Sep 2021
Q-Pain: A Question Answering Dataset to Measure Social Bias in Pain Management Cécile Logé Emily L. Ross D. Dadey Saahil Jain A. Saporta A. Ng Pranav Rajpurkar 24 22 0 03 Aug 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Z Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 21 154 0 07 Jul 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 29 95 0 10 Feb 2021
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition Yun He Ziwei Zhu Yin Zhang Qin Chen James Caverlee AI4MH 33 108 0 08 Oct 2020
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 31 706 0 28 Sep 2020
BIOMRC: A Dataset for Biomedical Machine Reading Comprehension Petros Stavropoulos Dimitris Pappas Ion Androutsopoulos Ryan T. McDonald 21 50 0 13 May 2020