Ankit Arun

According to our database, Ankit Arun authored at least 7 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences.

Asish Ghoshal, Arash Einolghozati, Ankit Arun, Haoran Li, Lili Yu, Yashar Mehdad, Scott Wen-tau Yih, Asli Celikyilmaz

CoRR, 2022

2021

Getting to Production with Few-shot Natural Language Generation Models.

Peyman Heidari, Arash Einolghozati, Shashank Jain, Soumya Batra, Lee Callender, Ankit Arun, Shawn Mei, Sonal Gupta, Pinar Donmez, Vikas Bhardwaj, Anuj Kumar, Michael White

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

Building Adaptive Acceptability Classifiers for Neural NLG.

Soumya Batra, Shashank Jain, Peyman Heidari, Ankit Arun, Catharine Youngs, Xintong Li, Pinar Donmez, Shawn Mei, Shiunzu Kuo, Vikas Bhardwaj, Anuj Kumar, Michael White

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Best Practices for Data-Efficient Modeling in NLG: How to Train Production-Ready Neural Models with Less Data.

Ankit Arun, Soumya Batra, Vikas Bhardwaj, Ashwini Challa, Pinar Donmez, Peyman Heidari, Hakan Inan, Shashank Jain, Anuj Kumar, Shawn Mei, Karthik Mohan, Michael White

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Shooting the moving target: machine learning in cybersecurity.

Ankit Arun, Ignacio Arnaldo

Proceedings of the 2019 USENIX Conference on Operational Machine Learning, 2019

2018

Acquire, adapt, and anticipate: continuous learning to block malicious domains.

Ignacio Arnaldo, Ankit Arun, Sumeeth Kyathanahalli, Kalyan Veeramachaneni

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Learning Representations for Log Data in Cybersecurity.

Ignacio Arnaldo, Alfredo Cuesta-Infante, Ankit Arun, Mei Lam, Costas Bassias, Kalyan Veeramachaneni

Proceedings of the Cyber Security Cryptography and Machine Learning, 2017