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ORCIDVivek V. Datla
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- affiliation: Philips Research North America, Cambridge, MA, USA
- affiliation: Pacific Northwest National Laboratory, Richland, WA, USA
- affiliation: University of Memphis, Institute of Intelligent Systems, TN, USA
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Journal Articles
- 2014
[j1]Vivek V. Datla, King-Ip (David) Lin, Max M. Louwerse:
Linguistic Features Predict the Truthfulness of Short Political Statements. Int. J. Comput. Linguistics Appl. 5(1): 73-86 (2014)
Conference and Workshop Papers
- 2020
- [c35]Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Dina Demner-Fushman, Henning Müller:
Overview of the VQA-Med Task at ImageCLEF 2020: Visual Question Answering and Generation in the Medical Domain. CLEF (Working Notes) 2020 - [c34]Bogdan Ionescu, Henning Müller
, Renaud Péteri, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Dina Demner-Fushman, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Vassili Kovalev, Obioma Pelka, Christoph M. Friedrich, Alba García Seco de Herrera, Van-Tu Ninh, Tu-Khiem Le, Liting Zhou, Luca Piras, Michael Riegler, Pål Halvorsen, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Duc-Tien Dang-Nguyen, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Dimitri Fichou, Raul Berari, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin:
Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. CLEF 2020: 311-341 - [c33]Bogdan Ionescu, Henning Müller, Renaud Péteri, Duc-Tien Dang-Nguyen, Liting Zhou, Luca Piras, Michael Riegler, Pål Halvorsen, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Alba Garcia Seco de Herrera, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Joey Liu, Dina Demner-Fushman, Obioma Pelka, Christoph M. Friedrich, Yashin Dicente Cid, Serge Kozlovski, Vitali Liauchuk, Vassili Kovalev, Raul Berari, Paul Brie, Dimitri Fichou, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin:
ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. ECIR (2) 2020: 533-541 - 2019
- [c32]Md Abdullah Al Hafiz Khan, Nevenka Dimitrova, Md. Shamsuzzaman, Sadid A. Hasan, Mohammad S. Sorower, Joey Liu, Vivek V. Datla, Mladen Milosevic, Gabe Mankovich, Rob van Ommering:
Improving Disease Named Entity Recognition for Clinical Trial Matching. BIBM 2019: 2541-2548 - [c31]Rahul Pandey, Rob van Ommering, Nevenka Dimitrova, Md. Shamsuzzaman, Sadid A. Hasan, Mohammad S. Sorower, Md Abdullah Al Hafiz Khan, Joey Liu, Vivek V. Datla, Mladen Milosevic, Gabe Mankovich:
BoostER: A Performance Boosting Module for Biomedical Entity Recognition. BIBM 2019: 2554-2560 - [c30]Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Henning Müller:
VQA-Med: Overview of the Medical Visual Question Answering Task at ImageCLEF 2019. CLEF (Working Notes) 2019 - [c29]Bogdan Ionescu, Henning Müller, Renaud Péteri, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Dzmitri Klimuk, Aleh Tarasau, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Obioma Pelka, Christoph M. Friedrich, Alba Garcia Seco de Herrera, Narciso García, Ergina Kavallieratou, Carlos Roberto del-Blanco, Carlos Cuevas, Nikos Vasilopoulos, Konstantinos Karampidis, Jon Chamberlain, Adrian F. Clark, Antonio Campello:
ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature. CLEF 2019: 358-386 - [c28]Bogdan Ionescu, Henning Müller, Renaud Péteri, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Obioma Pelka, Christoph M. Friedrich, Jon Chamberlain, Adrian F. Clark, Alba Garcia Seco de Herrera, Narciso García, Ergina Kavallieratou, Carlos Roberto del-Blanco, Carlos Cuevas, Nikos Vasilopoulos, Konstantinos Karampidis:
ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications. ECIR (2) 2019: 301-308 - 2018
- [c27]Viraj Adduru, Sadid A. Hasan, Joey Liu, Yuan Ling, Vivek V. Datla, Ashequl Qadir, Oladimeji Farri:
Towards Dataset Creation And Establishing Baselines for Sentence-level Neural Clinical Paraphrase Generation and Simplification. KDH@IJCAI 2018: 45-52 - [c26]Reza Ghaeini, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Xiaoli Z. Fern, Oladimeji Farri:
DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference. NAACL-HLT 2018: 1460-1469 - 2017
- [c25]Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek V. Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri:
Condensed Memory Networks for Clinical Diagnostic Inferencing. AAAI 2017: 3274-3280 - [c24]Vivek V. Datla, Sadid A. Hasan, Ashequl Qadir, Kathy Lee, Yuan Ling, Joey Liu, Oladimeji Farri:
Automated clinical diagnosis: The role of content in various sections of a clinical document. BIBM 2017: 1004-1011 - [c23]Sadid A. Hasan, Yuan Ling, Joey Liu, Rithesh Sreenivasan, Shreya Anand, Tilak Raj Arora, Vivek V. Datla, Kathy Lee, Ashequl Qadir, Christine Leon Swisher, Oladimeji Farri:
PRNA at ImageCLEF 2017 Caption Prediction and Concept Detection Tasks. CLEF (Working Notes) 2017 - [c22]Sadid A. Hasan, Yuan Ling, Joey Liu, Rithesh Sreenivasan, Shreya Anand, Tilak Raj Arora, Vivek V. Datla, Kathy Lee, Ashequl Qadir, Christine Leon Swisher, Oladimeji Farri:
Attention-Based Medical Caption Generation with Image Modality Classification and Clinical Concept Mapping. CLEF 2017: 224-230 - [c21]Yuan Ling, Sadid A. Hasan, Vivek Varma Datla, Ashequl Qadir, Kathy Lee, Joey Liu, Oladimeji Farri:
Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning. IJCNLP(1) 2017: 895-905 - [c20]Yuan Ling, Sadid A. Hasan, Vivek V. Datla, Ashequl Qadir, Kathy Lee, Joey Liu, Oladimeji Farri:
Diagnostic Inferencing via Improving Clinical Concept Extraction with Deep Reinforcement Learning: A Preliminary Study. MLHC 2017: 271-285 - [c19]Vivek V. Datla, Tilak Raj Arora, Joey Liu, Viraj Adduru, Sadid A. Hasan, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Oladimeji Farri:
Open domain real-time question answering based on asynchronous multiperspective context-driven retrieval and neural paraphrasing. TREC 2017 - [c18]Kathy Lee, Ashequl Qadir, Yuan Ling, Joey Liu, Sadid A. Hasan, Vivek V. Datla, Aaditya Prakash, Oladimeji Farri:
Recognizing Tweet Relevance with Profile-specific and Profile-independent Supervised Models. TREC 2017 - [c17]Yuan Ling, Sadid A. Hasan, Michele Filannino, Kevin P. Buchan, Kahyun Lee, Joey Liu, William Boag, Di Jin, Özlem Uzuner, Kathy Lee, Vivek V. Datla, Ashequl Qadir, Oladimeji Farri:
A Hybrid Approach to Precision Medicine-related Biomedical Article Retrieval and Clinical Trial Matching. TREC 2017 - [c16]Kathy Lee, Ashequl Qadir, Sadid A. Hasan, Vivek V. Datla, Aaditya Prakash, Joey Liu, Oladimeji Farri:
Adverse Drug Event Detection in Tweets with Semi-Supervised Convolutional Neural Networks. WWW 2017: 705-714 - 2016
- [c15]Umashanthi Pavalanathan, Vivek V. Datla, Svitlana Volkova, Lauren Charles-Smith, Meg Pirrung, Joshua J. Harrison, Alan R. Chappell, Courtney D. Corley:
Discourse, Health and Well-Being of Military Populations Through the Social Media Lens. AAAI Workshop: WWW and Population Health Intelligence 2016 - [c14]Sadid A. Hasan, Bo Liu, Joey Liu, Ashequl Qadir, Kathy Lee, Vivek V. Datla, Aaditya Prakash, Oladimeji Farri:
Neural Clinical Paraphrase Generation with Attention. ClinicalNLP@COLING 2016 2016: 42-53 - [c13]Aaditya Prakash, Sadid A. Hasan, Kathy Lee, Vivek V. Datla, Ashequl Qadir, Joey Liu, Oladimeji Farri:
Neural Paraphrase Generation with Stacked Residual LSTM Networks. COLING 2016: 2923-2934 - [c12]Vivek V. Datla, Sadid A. Hasan, Joey Liu, Yassine Benajiba, Kathy Lee, Ashequl Qadir, Aaditya Prakash, Oladimeji Farri:
Open Domain Real-Time Question Answering Based on Semantic and Syntactic Question Similarity. TREC 2016 - [c11]Sadid A. Hasan, Siyuan Zhao, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Aaditya Prakash, Oladimeji Farri:
Clinical Question Answering using Key-Value Memory Networks and Knowledge Graph. TREC 2016 - [c10]Kathy Lee, Ashequl Qadir, Vivek V. Datla, Sadid A. Hasan, Joey Liu, Aaditya Prakash, Oladimeji Farri:
Assorted Textual Features and Dynamic Push Strategies for Real-time Tweet Notification. TREC 2016 - 2014
- [c9]Donald M. Morrison, Benjamin Nye, Borhan Samei, Vivek V. Datla, Craig Kelly, Vasile Rus:
Building an Intelligent PAL from the Tutor.com Session Database Phase 1: Data Mining. EDM 2014: 335-336 - [c8]Vivek V. Datla, King-Ip (David) Lin, Max M. Louwerse:
Part of Speech Induction from Distributional Features: Balancing Vocabulary and Context. FLAIRS 2014 - 2012
- [c7]Vivek V. Datla, King-Ip (David) Lin, Max M. Louwerse:
Capturing disease-symptom relations using higher-order co-occurrence algorithms. BIBM Workshops 2012: 816-821 - [c6]Sterling Hutchinson, Vivek V. Datla, Max M. Louwerse:
Social Networks are Encoded in Language. CogSci 2012 - [c5]Richard Tillman, Vivek V. Datla, Sterling Hutchinson, Max M. Louwerse:
From Head to Toe: Embodiment Through Statistical Linguistic Frequencies. CogSci 2012 - 2011
- [c4]King-Ip (David) Lin, Vivek V. Datla, Linda Morrison, Max M. Louwerse:
Using a feedback system to enhance chart note quality in Electronic Health Records. BIBM Workshops 2011: 649-654 - [c3]Qishi Wu, Vivek V. Datla:
On Performance Modeling and Prediction in Support of Scientific Workflow Optimization. SERVICES 2011: 161-168 - 2010
- [c2]Qishi Wu, Sajjan G. Shiva, Sankardas Roy, Charles Ellis, Vivek V. Datla:
On modeling and simulation of game theory-based defense mechanisms against DoS and DDoS attacks. SpringSim 2010: 159 - 2007
- [c1]Stan Franklin, Uma Ramamurthy, Sidney K. D'Mello, Lee McCauley, Aregahegn Negatu, Rodrigo Silva L., Vivek V. Datla:
LIDA: A Computational Model of Global Workspace Theory and Developmental Learning. AAAI Fall Symposium: AI and Consciousness 2007: 61-66
Informal and Other Publications
- 2020
- [i6]Zheng Chen, Sadid A. Hasan, Joey Liu, Vivek V. Datla, Md. Shamsuzzaman, Hafiz Khan, Mohammad S. Sorower, Gabriel Mankovich, Rob van Ommering, Nevenka Dimitrova:
An Ontology-driven Treatment Article Retrieval System for Precision Oncology. CoRR abs/2002.05653 (2020) - 2018
- [i5]Reza Ghaeini, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Xiaoli Z. Fern, Oladimeji Farri:
DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference. CoRR abs/1802.05577 (2018) - 2016
- [i4]Vivek V. Datla, David Lin, Max M. Louwerse, Abhinav Vishnu:
A Data-Driven Approach for Semantic Role Labeling from Induced Grammar Structures in Language. CoRR abs/1606.06274 (2016) - [i3]Aaditya Prakash, Sadid A. Hasan, Kathy Lee, Vivek V. Datla, Ashequl Qadir, Joey Liu, Oladimeji Farri:
Neural Paraphrase Generation with Stacked Residual LSTM Networks. CoRR abs/1610.03098 (2016) - [i2]Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek V. Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri:
Condensed Memory Networks for Clinical Diagnostic Inferencing. CoRR abs/1612.01848 (2016) - 2015
- [i1]Vivek V. Datla, Abhinav Vishnu:
Predicting the top and bottom ranks of billboard songs using Machine Learning. CoRR abs/1512.01283 (2015)
Coauthor Index
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