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Scaling Laws for Generative Mixed-Modal Language Models


Jan 10, 2023
Armen Aghajanyan, Lili Yu, Alexis Conneau, Wei-Ning Hsu, Karen Hambardzumyan, Susan Zhang, Stephen Roller, Naman Goyal, Omer Levy, Luke Zettlemoyer

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BARTSmiles: Generative Masked Language Models for Molecular Representations


Nov 29, 2022
Gayane Chilingaryan, Hovhannes Tamoyan, Ani Tevosyan, Nelly Babayan, Lusine Khondkaryan, Karen Hambardzumyan, Zaven Navoyan, Hrant Khachatrian, Armen Aghajanyan

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* 27 pages (including appendix) 

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WARP: Word-level Adversarial ReProgramming


Jan 01, 2021
Karen Hambardzumyan, Hrant Khachatrian, Jonathan May

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Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks


Sep 10, 2018
Gor Arakelyan, Karen Hambardzumyan, Hrant Khachatrian

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* System description paper of our system for the CoNLL 2018 shared task on Universal Dependency parsing 

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Technical Report on the CleverHans v2.1.0 Adversarial Examples Library


Jun 27, 2018
Nicolas Papernot, Fartash Faghri, Nicholas Carlini, Ian Goodfellow, Reuben Feinman, Alexey Kurakin, Cihang Xie, Yash Sharma, Tom Brown, Aurko Roy, Alexander Matyasko, Vahid Behzadan, Karen Hambardzumyan, Zhishuai Zhang, Yi-Lin Juang, Zhi Li, Ryan Sheatsley, Abhibhav Garg, Jonathan Uesato, Willi Gierke, Yinpeng Dong, David Berthelot, Paul Hendricks, Jonas Rauber, Rujun Long, Patrick McDaniel

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* Technical report for https://github.com/tensorflow/cleverhans 

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Natural Language Inference over Interaction Space: ICLR 2018 Reproducibility Report


Feb 09, 2018
Martin Mirakyan, Karen Hambardzumyan, Hrant Khachatrian

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* as part of ICLR 2018 Reproducibility Challenge 

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