Talamadupula, Kartik

18 publications

AISTATS 2024 Theory-Guided Message Passing Neural Network for Probabilistic Inference Zijun Cui, Hanjing Wang, Tian Gao, Kartik Talamadupula, Qiang Ji

CVPR 2023 Biomechanics-Guided Facial Action Unit Detection Through Force Modeling Zijun Cui, Chenyi Kuang, Tian Gao, Kartik Talamadupula, Qiang Ji

AAAI 2022 A Goal-Driven Natural Language Interface for Creating Application Integration Workflows Michelle Brachman, Christopher Bygrave, Tathagata Chakraborti, Arunima Chaudhary, Zhining Ding, Casey Dugan, David Gros, Thomas Gschwind, James M. Johnson, Jim Laredo, Christoph Miksovic, Qian Pan, Priyanshu Rai, Ramkumar Ramalingam, Paolo Scotton, Nagarjuna Surabathina, Kartik Talamadupula

AAAI 2022 Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents Keerthiram Murugesan, Subhajit Chaudhury, Kartik Talamadupula

UAI 2022 Variational Message Passing Neural Network for Maximum-a-Posteriori (MAP) Inference Zijun Cui, Hanjing Wang, Tian Gao, Kartik Talamadupula, Qiang Ji

AAAI 2021 Text-Based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Pushkar Shukla, Sadhana Kumaravel, Gerald Tesauro, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell

AAAI 2021 Type-Augmented Relation Prediction in Knowledge Graphs Zijun Cui, Pavan Kapanipathi, Kartik Talamadupula, Tian Gao, Qiang Ji

AAAI 2020 Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks Pavan Kapanipathi, Veronika Thost, Siva Sankalp Patel, Spencer Whitehead, Ibrahim Abdelaziz, Avinash Balakrishnan, Maria Chang, Kshitij Fadnis, R. Chulaka Gunasekara, Bassem Makni, Nicholas Mattei, Kartik Talamadupula, Achille Fokoue

NeurIPSW 2020 Quality Estimation & Interpretability for Code Translation Mayank Agarwal, Kartik Talamadupula, Stephanie Houde, Fernando Martinez, Michael Muller, John Richards, Steven Ross, Justin Weisz

AAAI 2019 Improving Natural Language Inference Using External Knowledge in the Science Questions Domain Xiaoyan Wang, Pavan Kapanipathi, Ryan Musa, Mo Yu, Kartik Talamadupula, Ibrahim Abdelaziz, Maria Chang, Achille Fokoue, Bassem Makni, Nicholas Mattei, Michael Witbrock

AAAI 2018 A Cognitive Assistant for Visualizing and Analyzing Exoplanets Jeffrey O. Kephart, Victor C. Dibia, Jason B. Ellis, Biplav Srivastava, Kartik Talamadupula, Mishal Dholakia

IJCAI 2018 Visualizations for an Explainable Planning Agent Tathagata Chakraborti, Kshitij P. Fadnis, Kartik Talamadupula, Mishal Dholakia, Biplav Srivastava, Jeffrey O. Kephart, Rachel K. E. Bellamy

ICLR 2017 Learning to Query, Reason, and Answer Questions on Ambiguous Texts Xiaoxiao Guo, Tim Klinger, Clemens Rosenbaum, Joseph P. Bigus, Murray Campbell, Ban Kawas, Kartik Talamadupula, Gerry Tesauro, Satinder Singh

AAAI 2017 Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation Iulian Vlad Serban, Tim Klinger, Gerald Tesauro, Kartik Talamadupula, Bowen Zhou, Yoshua Bengio, Aaron C. Courville

AAAI 2017 UbuntuWorld 1.0 LTS - A Platform for Automated Problem Solving & Troubleshooting in the Ubuntu OS Tathagata Chakraborti, Kartik Talamadupula, Kshitij P. Fadnis, Murray Campbell, Subbarao Kambhampati

AAAI 2014 AI-MIX: Using Automated Planning to Steer Human Workers Towards Better Crowdsourced Plans Lydia Manikonda, Tathagata Chakraborti, Sushovan De, Kartik Talamadupula, Subbarao Kambhampati

AAAI 2014 Easychair as a Pedagogical Tool: Engaging Graduate Students in the Reviewing Process Kartik Talamadupula, Subbarao Kambhampati

AAAI 2010 Integrating a Closed World Planner with an Open World Robot: A Case Study Kartik Talamadupula, J. Benton, Paul W. Schermerhorn, Subbarao Kambhampati, Matthias Scheutz