Knowledge Graph-based Question Answering with Electronic Health Records

19 October 2020

Papers citing "Knowledge Graph-based Question Answering with Electronic Health Records"

25 / 25 papers shown

Title
R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs Sumin Jo Junseong Choi Jiho Kim Edward Choi 75 0 0 18 Feb 2025
Text-to-SQL Generation for Question Answering on Electronic Medical Records Ping Wang Tian Shi Chandan K. Reddy 37 100 0 28 Jul 2019
Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs Nilesh Chakraborty Denis Lukovnikov Gaurav Maheshwari Priyansh Trivedi Jens Lehmann Asja Fischer GNN LMTD 35 54 0 22 Jul 2019
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Tao Yu Rui Zhang Kai-Chou Yang Michihiro Yasunaga Dongxu Wang ... Irene Li Qingning Yao Shanelle Roman Zilin Zhang Dragomir R. Radev RALM 76 1,203 0 24 Sep 2018
emrQA: A Large Corpus for Question Answering on Electronic Medical Records Anusri Pampari Preethi Raghavan Jennifer J. Liang Jian-wei Peng 56 203 0 03 Sep 2018
Weakly-supervised Neural Semantic Parsing with a Generative Ranker Jianpeng Cheng Mirella Lapata 129 17 0 23 Aug 2018
Improving Text-to-SQL Evaluation Methodology Catherine Finegan-Dollak Jonathan K. Kummerfeld Li Zhang Karthik Ramanathan Sesh Sadasivam Rui Zhang Dragomir R. Radev 79 279 0 23 Jun 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 98 642 0 20 Jun 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 67 102 0 20 Jun 2018
SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning Xiaojun Xu Chang-rui Liu D. Song AI4TS 49 406 0 13 Nov 2017
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 83 1,184 0 31 Aug 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 210 4,006 0 14 Apr 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 283 2,346 0 20 Dec 2016
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 119 2,698 0 28 Nov 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 110 2,088 0 05 Nov 2016
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision Chen Liang Jonathan Berant Quoc V. Le Kenneth D. Forbus Ni Lao NAI 86 404 0 31 Oct 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 182 8,067 0 16 Jun 2016
Character-Level Question Answering with Attention David Golub Xiaodong He 51 184 0 04 Apr 2016
Language to Logical Form with Neural Attention Li Dong Mirella Lapata AI4CE NAI 84 730 0 06 Jan 2016
Neural Programmer: Inducing Latent Programs with Gradient Descent Arvind Neelakantan Quoc V. Le Ilya Sutskever ODL 64 263 0 16 Nov 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 335 7,951 0 17 Aug 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 162 5,421 0 03 May 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 319 20,491 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 418 27,205 0 01 Sep 2014
Question Answering with Subgraph Embeddings Antoine Bordes S. Chopra Jason Weston RALM BDL GNN 71 713 0 14 Jun 2014