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Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges


Mar 18, 2022
Shikib Mehri, Jinho Choi, Luis Fernando D'Haro, Jan Deriu, Maxine Eskenazi, Milica Gasic, Kallirroi Georgila, Dilek Hakkani-Tur, Zekang Li, Verena Rieser, Samira Shaikh, David Traum, Yi-Ting Yeh, Zhou Yu, Yizhe Zhang, Chen Zhang

* Report from the NSF AED Workshop (http://dialrc.org/AED/

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A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective


Feb 10, 2022
Erfan Al-Hossami, Samira Shaikh

* 55 pages, 16 Figures, 4 Tables 

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Can We Generate Shellcodes via Natural Language? An Empirical Study


Feb 08, 2022
Pietro Liguori, Erfan Al-Hossami, Domenico Cotroneo, Roberto Natella, Bojan Cukic, Samira Shaikh

* 33 pages, 5 figures, 9 tables. To be published in Automated Software Engineering journal 

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Shellcode_IA32: A Dataset for Automatic Shellcode Generation


Apr 27, 2021
Pietro Liguori, Erfan Al-Hossami, Domenico Cotroneo, Roberto Natella, Bojan Cukic, Samira Shaikh


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The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics


Feb 03, 2021
Sebastian Gehrmann, Tosin Adewumi, Karmanya Aggarwal, Pawan Sasanka Ammanamanchi, Aremu Anuoluwapo, Antoine Bosselut, Khyathi Raghavi Chandu, Miruna Clinciu, Dipanjan Das, Kaustubh D. Dhole, Wanyu Du, Esin Durmus, Ondřej Dušek, Chris Emezue, Varun Gangal, Cristina Garbacea, Tatsunori Hashimoto, Yufang Hou, Yacine Jernite, Harsh Jhamtani, Yangfeng Ji, Shailza Jolly, Dhruv Kumar, Faisal Ladhak, Aman Madaan, Mounica Maddela, Khyati Mahajan, Saad Mahamood, Bodhisattwa Prasad Majumder, Pedro Henrique Martins, Angelina McMillan-Major, Simon Mille, Emiel van Miltenburg, Moin Nadeem, Shashi Narayan, Vitaly Nikolaev, Rubungo Andre Niyongabo, Salomey Osei, Ankur Parikh, Laura Perez-Beltrachini, Niranjan Ramesh Rao, Vikas Raunak, Juan Diego Rodriguez, Sashank Santhanam, João Sedoc, Thibault Sellam, Samira Shaikh, Anastasia Shimorina, Marco Antonio Sobrevilla Cabezudo, Hendrik Strobelt, Nishant Subramani, Wei Xu, Diyi Yang, Akhila Yerukola, Jiawei Zhou


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Learning to Plan and Realize Separately for Open-Ended Dialogue Systems


Oct 04, 2020
Sashank Santhanam, Zhuo Cheng, Brodie Mather, Bonnie Dorr, Archna Bhatia, Bryanna Hebenstreit, Alan Zemel, Adam Dalton, Tomek Strzalkowski, Samira Shaikh

* Accepted at EMNLP 2020 (Findings) 

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The Panacea Threat Intelligence and Active Defense Platform


Apr 20, 2020
Adam Dalton, Ehsan Aghaei, Ehab Al-Shaer, Archna Bhatia, Esteban Castillo, Zhuo Cheng, Sreekar Dhaduvai, Qi Duan, Md Mazharul Islam, Younes Karimi, Amir Masoumzadeh, Brodie Mather, Sashank Santhanam, Samira Shaikh, Tomek Strzalkowski, Bonnie J. Dorr

* Accepted at STOC 

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Adaptation of a Lexical Organization for Social Engineering Detection and Response Generation


Apr 20, 2020
Archna Bhatia, Adam Dalton, Brodie Mather, Sashank Santhanam, Samira Shaikh, Alan Zemel, Tomek Strzalkowski, Bonnie J. Dorr

* Accepted at STOC 

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Studying the Effects of Cognitive Biases in Evaluation of Conversational Agents


Feb 26, 2020
Sashank Santhanam, Alireza Karduni, Samira Shaikh

* Accepted at CHI 2020 

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Detecting Asks in SE attacks: Impact of Linguistic and Structural Knowledge


Feb 25, 2020
Bonnie J. Dorr, Archna Bhatia, Adam Dalton, Brodie Mather, Bryanna Hebenstreit, Sashank Santhanam, Zhuo Cheng, Samira Shaikh, Alan Zemel, Tomek Strzalkowski

* Accepted at AAAI 2020 

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Natural Language Generation Using Reinforcement Learning with External Rewards


Nov 26, 2019
Vidhushini Srinivasan, Sashank Santhanam, Samira Shaikh

* Oral Presentation at ICMLA 2019 

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Emotional Neural Language Generation Grounded in Situational Contexts


Nov 25, 2019
Sashank Santhanam, Samira Shaikh

* Oral Presentation at CCNLG 2019 

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Towards Best Experiment Design for Evaluating Dialogue System Output


Sep 23, 2019
Sashank Santhanam, Samira Shaikh

* Accepted at INLG 2019 

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I Stand With You: Using Emojis to Study Solidarity in Crisis Events


Jul 19, 2019
Sashank Santhanam, Vidhushini Srinivasan, Shaina Glass, Samira Shaikh


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A Survey of Natural Language Generation Techniques with a Focus on Dialogue Systems - Past, Present and Future Directions


Jun 02, 2019
Sashank Santhanam, Samira Shaikh


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