Vivek V. Datla

Publication Activity (10 Years)

Years Active: 2007-2020
Publications (10 Years): 31

Top Topics

Multimedia Retrieval

Question Answering

Concept Mapping

Top Venues

CLEF (Working Notes)

Publications

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 (2020)
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 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)
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 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)
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)
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)
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)
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)
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 Clark, Antonio Campello
ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature. CLEF (2019)
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 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)
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)
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 (2018)
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. KHD@IJCAI (2018)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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 (2016)
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)
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 (2016)
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)
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)
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)
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 (2016)
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)
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)
Vivek V. Datla, Abhinav Vishnu
Predicting the top and bottom ranks of billboard songs using Machine Learning. CoRR (2015)
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) (2014)
Vivek V. Datla, King-Ip (David) Lin, Max M. Louwerse
Part of Speech Induction from Distributional Features: Balancing Vocabulary and Context. FLAIRS Conference (2014)
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)
Richard Tillman, Vivek V. Datla, Sterling Hutchinson, Max M. Louwerse
From Head to Toe: Embodiment Through Statistical Linguistic Frequencies. CogSci (2012)
Sterling Hutchinson, Vivek V. Datla, Max M. Louwerse
Social Networks are Encoded in Language. CogSci (2012)
Vivek V. Datla, King-Ip (David) Lin, Max M. Louwerse
Capturing disease-symptom relations using higher-order co-occurrence algorithms. BIBM Workshops (2012)
Qishi Wu, Vivek V. Datla
On Performance Modeling and Prediction in Support of Scientific Workflow Optimization. SERVICES (2011)
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)
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)
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)