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Prasad Tadepalli

Oregon State University

Structured Attention Graphs for Understanding Deep Image Classifications

Dec 08, 2020
Vivswan Shitole, Li Fuxin, Minsuk Kahng, Prasad Tadepalli, Alan Fern

* 26 pages, 25 figures 

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DeepAveragers: Offline Reinforcement Learning by Solving Derived Non-Parametric MDPs

Oct 18, 2020
Aayam Shrestha, Stefan Lee, Prasad Tadepalli, Alan Fern

* Preprint. Under review at ICLR 2021 

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On the Sub-Layer Functionalities of Transformer Decoder

Oct 06, 2020
Yilin Yang, Longyue Wang, Shuming Shi, Prasad Tadepalli, Stefan Lee, Zhaopeng Tu

* Findings of the 2020 Conference on Empirical Methods in Natural Language Processing (Long) 

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Avoiding Side Effects in Complex Environments

Jun 11, 2020
Alexander Matt Turner, Neale Ratzlaff, Prasad Tadepalli

* 16 pages with appendices 

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The Choice Function Framework for Online Policy Improvement

Oct 07, 2019
Murugeswari Issakkimuthu, Alan Fern, Prasad Tadepalli


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Entity-aware ELMo: Learning Contextual Entity Representation for Entity Disambiguation

Aug 22, 2019
Hamed Shahbazi, Xiaoli Z. Fern, Reza Ghaeini, Rasha Obeidat, Prasad Tadepalli


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Saliency Learning: Teaching the Model Where to Pay Attention

Apr 04, 2019
Reza Ghaeini, Xiaoli Z. Fern, Hamed Shahbazi, Prasad Tadepalli

* Accepted as a short paper at NAACL 2019. 10 pages, 2 figures, 6 tables 

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Conservative Agency via Attainable Utility Preservation

Feb 26, 2019
Alexander Matt Turner, Dylan Hadfield-Menell, Prasad Tadepalli


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Interactive Naming for Explaining Deep Neural Networks: A Formative Study

Dec 20, 2018
Mandana Hamidi-Haines, Zhongang Qi, Alan Fern, Fuxin Li, Prasad Tadepalli


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Learning Scripts as Hidden Markov Models

Sep 11, 2018
J. Walker Orr, Prasad Tadepalli, Janardhan Rao Doppa, Xiaoli Fern, Thomas G. Dietterich

* 7 pages, AAAI 2014 

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Attentional Multi-Reading Sarcasm Detection

Sep 09, 2018
Reza Ghaeini, Xiaoli Z. Fern, Prasad Tadepalli


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Event Detection with Neural Networks: A Rigorous Empirical Evaluation

Aug 26, 2018
J. Walker Orr, Prasad Tadepalli, Xiaoli Fern

* 5 pages, EMNLP2018 

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Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference

Aug 12, 2018
Reza Ghaeini, Xiaoli Z. Fern, Prasad Tadepalli

* 11 pages, 11 figures, accepted as a short paper at EMNLP 2018 

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Joint Neural Entity Disambiguation with Output Space Search

Jun 19, 2018
Hamed Shahbazi, Xiaoli Z. Fern, Reza Ghaeini, Chao Ma, Rasha Obeidat, Prasad Tadepalli

* Accepted as a long paper at COLING 2018, 11 pages 

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Dependent Gated Reading for Cloze-Style Question Answering

Jun 01, 2018
Reza Ghaeini, Xiaoli Z. Fern, Hamed Shahbazi, Prasad Tadepalli

* Accepted as a long paper at COLING 2018, 16 pages, 12 figures 

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Event Nugget Detection with Forward-Backward Recurrent Neural Networks

Feb 15, 2018
Reza Ghaeini, Xiaoli Z. Fern, Liang Huang, Prasad Tadepalli

* http://www.aclweb.org/anthology/P16-2060 
* Published as a short paper at ACL 2016. The main purpose of this submission is to add this paper to arxiv 

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Coactive Learning for Locally Optimal Problem Solving

Apr 18, 2014
Robby Goetschalckx, Alan Fern, Prasad Tadepalli

* AAAI 2014 paper, including appendices 

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Output Space Search for Structured Prediction

Jun 27, 2012
Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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