Murthy Devarakonda

Generating author description...

All published works

Action	Title	Year	Authors
+ PDF Chat	Clinical trial recommendations using Semantics-Based inductive inference and knowledge graph embeddings	2024	Murthy Devarakonda Smita Mohanty Raja Rao Sunkishala Nag Mallampalli Xiong Liu
+	Clinical Trial Recommendations Using Semantics-Based Inductive Inference and Knowledge Graph Embeddings	2023	Murthy Devarakonda Smita Mohanty Raja Rao Sunkishala Nag Mallampalli Xiong Liu
+ PDF Chat	Clinical Trial Information Extraction with BERT	2022	Xiong Liu Greg L. Hersch Iya Khalil Murthy Devarakonda
+	Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation	2022	Xiong Liu Iya Khalil Murthy Devarakonda
+ PDF Chat	Robustly Pre-Trained Neural Model for Direct Temporal Relation Extraction	2021	Hong Guan Jianfu Li Hua Xu Murthy Devarakonda
+ PDF Chat	Clinical Trial Information Extraction with BERT	2021	Xiong Liu Greg L. Hersch Iya Khalil Murthy Devarakonda
+	COVID-19: Comparative Analysis of Methods for Identifying Articles Related to Therapeutics and Vaccines without Using Labeled Data	2021	Mihir Parmar Ashwin Karthik Ambalavanan Hong Guan Rishab Banerjee Jitesh Pabla Murthy Devarakonda
+ PDF Chat	A Scalable AI Approach for Clinical Trial Cohort Optimization	2021	Xiong Liu Cheng Hu Shi Uday Deore Yingbo Wang Myah Tran Iya Khalil Murthy Devarakonda
+	Clinical Trial Information Extraction with BERT	2021	Xiong Liu Greg L. Hersch Iya Khalil Murthy Devarakonda
+	A Scalable AI Approach for Clinical Trial Cohort Optimization	2021	Xiong Liu Cheng Shi Uday Deore Yingbo Wang Myah Tran Iya Khalil Murthy Devarakonda
+	Cascade Neural Ensemble for Identifying Scientifically Sound Articles.	2020	Ashwin Karthik Ambalavanan Murthy Devarakonda
+	Robustly Pre-trained Neural Model for Direct Temporal Relation Extraction	2020	Hong Guan Jianfu Li Hua Xu Murthy Devarakonda
+	Cascade Neural Ensemble for Identifying Scientifically Sound Articles	2020	Ashwin Karthik Ambalavanan Murthy Devarakonda
+	Knowledge Guided Named Entity Recognition.	2019	Pratyay Banerjee Kuntal Kumar Pal Murthy Devarakonda Chitta Baral
+	Training Models to Extract Treatment Plans from Clinical Notes Using Contents of Sections with Headings	2019	Ananya Poddar Bharath Dandala Murthy Devarakonda
+	Developing and Using Special-Purpose Lexicons for Cohort Selection from Clinical Notes	2019	Samarth Rawal Ashok Prakash Soumya Adhya Sidharth Kulkarni Saadat Anwar Chitta Baral Murthy Devarakonda
+	Knowledge Guided Named Entity Recognition for BioMedical Text	2019	Pratyay Banerjee Kuntal Kumar Pal Murthy Devarakonda Chitta Baral
+	Training Models to Extract Treatment Plans from Clinical Notes Using Contents of Sections with Headings	2019	Ananya Poddar Bharath Dandala Murthy Devarakonda
+	Annotating Electronic Medical Records for Question Answering	2018	Preethi Raghavan Siddharth Patwardhan Jennifer J. Liang Murthy Devarakonda

Common Coauthors

Coauthor	Papers Together
Ashwin Karthik Ambalavanan	3
Hong Guan	3
Xiong Liu	3
Greg L. Hersch	3
Iya Khalil	3
Iya Khalil	3
Chitta Baral	3
Jianfu Li	2
Myah Tran	2
Pratyay Banerjee	2
Ananya Poddar	2
Bharath Dandala	2
Kuntal Kumar Pal	2
Uday Deore	2
Yingbo Wang	2
Smita Mohanty	2
Hua Xu	2
Raja Rao Sunkishala	2
Nag Mallampalli	2
Xiong Liu	2
Xiong Liu	2
Cheng Shi	1
Jitesh Pabla	1
Siddharth Patwardhan	1
Soumya Adhya	1
Samarth Rawal	1
Jennifer J. Liang	1
Ashok Prakash	1
Cheng Hu Shi	1
Xiong Liu	1
Saadat Anwar	1
Mihir Parmar	1
Preethi Raghavan	1
Sidharth Kulkarni	1
Rishab Banerjee	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	BioBERT: a pre-trained biomedical language representation model for biomedical text mining	2019	Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang	5
+ PDF Chat	Attention-Based LSTM Network for COVID-19 Clinical Trial Parsing	2020	Xiong Liu Luca A. Finelli Greg L. Hersch Iya Khalil	4
+	Publicly Available Clinical BERT Embeddings	2019	Emily Alsentzer John R. Murphy Willie Boag Wei‐Hung Weng Di Jin Tristan Naumann Matthew B. A. McDermott	4
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	4
+	ALBERT: A Lite BERT for Self-supervised Learning of Language Representations	2019	Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut	4
+ PDF Chat	Applications of artificial intelligence in drug development using real-world data	2020	Zhaoyi Chen Xiong Liu William R. Hogan Elizabeth Shenkman Jiang Bian	4
+	Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets	2019	Yifan Peng Shankai Yan Zhiyong Lu	3
+	Enhancing clinical concept extraction with contextual embeddings	2019	Yuqi Si Jingqi Wang Hua Xu Kirk Roberts	2
+	ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission	2019	Kexin Huang Jaan Altosaar Rajesh Ranganath	2
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	2
+ PDF Chat	Careful Selection of Knowledge to Solve Open Book Question Answering	2019	Pratyay Banerjee Kuntal Kumar Pal Arindam Mitra Chitta Baral	2
+	SciBERT: A Pretrained Language Model for Scientific Text	2019	Iz Beltagy Kyle Lo Arman Cohan	2
+	Information Extraction of Clinical Trial Eligibility Criteria	2020	Yitong Tseo M. I. Salkola Ahmed Mohamed Anuj Kumar Freddy Abnousi	2
+	Neural Models for Information Retrieval	2017	Bhaskar Mitra Nick Craswell	1
+	The Natural Language Decathlon: Multitask Learning as Question Answering	2018	Bryan McCann Nitish Shirish Keskar Caiming Xiong Richard Socher	1
+	A Survey on Recent Advances in Named Entity Recognition from Deep Learning models	2019	Vikas Yadav Steven Bethard	1
+ PDF Chat	MedSTS: a resource for clinical semantic textual similarity	2018	Yanshan Wang Naveed Afzal Sunyang Fu Liwei Wang Feichen Shen Majid Rastegar-Mojarad Hongfang Liu	1
+ PDF Chat	A Knowledge Hunting Framework for Common Sense Reasoning	2018	Ali Emami Noelia De La Cruz Adam Trischler Kaheer Suleman Jackie Chi Kit Cheung	1
+ PDF Chat	Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering	2018	Todor Mihaylov Peter E. Clark Tushar Khot Ashish Sabharwal	1
+	Simple Applications of BERT for Ad Hoc Document Retrieval	2019	Wei Yang Haotian Zhang Jimmy Lin	1
+	SocialIQA: Commonsense Reasoning about Social Interactions	2019	Maarten Sap Hannah Rashkin Derek Chen Ronan LeBras Yejin Choi	1
+	A Multiscale Visualization of Attention in the Transformer Model	2019	Jesse Vig	1
+	XLNet: Generalized Autoregressive Pretraining for Language Understanding	2019	Zhilin Yang Zihang Dai Yiming Yang Jaime Carbonell Ruslan Salakhutdinov Quoc V. Le	1
+	What Does BERT Look At? An Analysis of BERT's Attention	2019	Kevin Clark Urvashi Khandelwal Omer Levy Christopher D. Manning	1
+	Cross-type biomedical named entity recognition with deep multi-task learning	2018	Xuan Wang Yu Zhang Xiang Ren Yuhao Zhang Marinka Žitnik Jingbo Shang Curtis P. Langlotz Jiawei Han	1
+	Social IQa: Commonsense Reasoning about Social Interactions	2019	Maarten Sap Hannah Rashkin Derek Chen Ronan Le Bras Yejin Choi	1
+	XLNet: Generalized Autoregressive Pretraining for Language Understanding	2019	Zhilin Yang Zihang Dai Yiming Yang Jaime Carbonell Ruslan Salakhutdinov Quoc V. Le	1
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	1
+	SciBERT: A Pretrained Language Model for Scientific Text	2019	Iz Beltagy Kyle Lo Arman Cohan	1
+	Question Answering is a Format; When is it Useful?	2019	Matt Gardner Jonathan Berant Hannaneh Hajishirzi Alon Talmor Sewon Min	1
+	HuggingFace's Transformers: State-of-the-art Natural Language Processing	2019	Thomas Wolf Lysandre Debut Victor Sanh Julien Chaumond Clément Delangue Anthony Moi Pierric Cistac Tim Rault Rémi Louf Morgan Funtowicz	1
+	A Unified MRC Framework for Named Entity Recognition	2019	Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Fei Wu Jiwei Li	1
+ PDF Chat	Clinical Trial Generalizability Assessment in the Big Data Era: A Review	2020	Zhe He Xiang D. Tang Xi Yang Yi Guo Thomas J. George Neil Charness Kelsa Bartley William R. Hogan Jiang Bian	1
+	How Additional Knowledge can Improve Natural Language Commonsense Question Answering?	2019	Arindam Mitra Pratyay Banerjee Kuntal Kumar Pal Swaroop Mishra Chitta Baral	1
+ PDF Chat	OpenBioLink: a benchmarking framework for large-scale biomedical link prediction	2020	Anna Breit Simon Ott Asan Agibetov Matthias Samwald	1
+	CORD-19: The COVID-19 Open Research Dataset	2020	Lucy Lu Wang Kyle Lo Yoganand Chandrasekhar Russell Reas Jiangjiang Yang Darrin Eide Kathryn Funk Rodney Kinney Ziyang Liu William Merrill	1
+	Information Extraction of Clinical Trial Eligibility Criteria.	2020	Yitong Tseo M. I. Salkola Ahmed Allam Mohamed Anuj Kumar Freddy Abnousi	1
+	PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings	2020	Mehdi Ali Max Berrendorf Charles Tapley Hoyt Laurent Vermue Sahand Sharifzadeh Volker Tresp Jens Lehmann	1
+ PDF Chat	SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation	2017	Daniel Cer Mona Diab Eneko Agirre Iñigo López-Gazpio Lucia Specia	1
+ PDF Chat	Evaluating eligibility criteria of oncology trials using real-world data and AI	2021	Ruishan Liu Shemra Rizzo Samuel Whipple Navdeep Pal Arturo López Pineda Michael W. Lu Brandon Arnieri Ying Lü William B. Capra Ryan Copping	1
+	Graph neural networks: A review of methods and applications	2020	Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun	1
+ PDF Chat	Exploring the feasibility of using real-world data from a large clinical data research network to simulate clinical trials of Alzheimer’s disease	2021	Zhaoyi Chen Hansi Zhang Yi Guo Thomas J. George Mattia Prosperi William R. Hogan Zhe He Elizabeth Shenkman Fei Wang Jiang Bian	1
+	Clinical Relation Extraction Using Transformer-based Models	2021	Xi Yang Zehao Yu Yi Guo Jiang Bian Yonghui Wu	1
+ PDF Chat	Clinical Trial Information Extraction with BERT	2021	Xiong Liu Greg L. Hersch Iya Khalil Murthy Devarakonda	1
+ PDF Chat	Bringing Light Into the Dark: A Large-Scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework	2021	Mehdi Ali Max Berrendorf Charles Tapley Hoyt Laurent Vermue Mikhail Galkin Sahand Sharifzadeh Asja Fischer Volker Tresp Jens Lehmann	1
+	NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs	2021	Mikhail Galkin Etienne Denis Jiapeng Wu William L. Hamilton	1
+	A Scalable AI Approach for Clinical Trial Cohort Optimization	2021	Xiong Liu Cheng Shi Uday Deore Yingbo Wang Myah Tran Iya Khalil Murthy Devarakonda	1
+	Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs	2023	Siyuan Wang Zhongyu Wei Han Meng Zhihao Fan Haijun Shan Qi Zhang Xuanjing Huang	1
+	Teaching Machines to Read and Comprehend	2015	Karl Moritz Hermann Tomáš Kočiský Edward Grefenstette Lasse Espeholt Will Kay Mustafa Suleyman Phil Blunsom	1
+	Large Language Models and Knowledge Graphs: Opportunities and Challenges	2023	Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen Stefan Dietze Hajira Jabeen Janna Omeliyanenko Wen Zhang Matteo Lissandrini	1