With a focus on Natural Language Processing**
mahnerak [at] yerevann [dot] com
<aside> 📈 **Scaling Laws for Generative Mixed-Modal Language Models** ICML 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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<aside> 🧫 BARTSmiles: Generative Masked Language Models for Molecular Representations
Gayane Chilingaryan, Hovhannes Tamoyan, Ani Tevosyan, Nelly Babayan, Lusine Khondkaryan, Karen Hambardzumyan, Zaven Navoyan, Hrant Khachatrian, Armen Aghajanyan
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<aside> 🌀 WARP: Word-level Adversarial ReProgramming ACL-IJCNLP 2021
Karen Hambardzumyan, Hrant Khachatrian and Jonathan May
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<aside> 🉐 YerevaNN's Systems for WMT20 Biomedical Translation Task: The Effect of Fixing Misaligned Sentence Pairs WMT 2020 @ EMNLP
Karen Hambardzumyan, Hovhannes Tamoyan and Hrant Khachatrian
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<aside> 🧬 BioRelEx 1.0: Biological Relation Extraction Benchmark BioNLP 2019 Workshop @ ACL
Hrant Khachatrian, Lilit Nersisyan, Karen Hambardzumyan, Tigran Galstyan, Anna Hakobyan, Arsen Arakelyan, Andrey Rzhetsky and Aram Galstyan
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<aside> 🔍 **Natural Language Inference over Interaction Space** ICLR 2018 Reproducibility Challenge
Martin Mirakyan, Karen Hambardzumyan and Hrant Khachatrian.
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<aside> 🚬 **Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks** CoNLL @ EMNLP 2018
Gor Arakelyan, Karen Hambardzumyan and Hrant Khachatrian.
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<aside> 🐎 CleverHans v2.1.0 Adversarial Examples Library ****Technical Report
Nicolas Papernot, Fartash Faghri, Nicholas Carlini, I. Goodfellow, Reuben Feinman, Alexey Kurakin, Cihang Xie, Yash Sharma, T. Brown, Aurko Roy, Alexander Matyasko, Vahid Behzadan, Karen Hambardzumyan, Zhishuai Zhang, Yi-Lin Juang, Zhi Li, Ryan Sheatsley, Abhibhav Garg, Jonathan Uesato, W. Gierke, Y. Dong, David Berthelot, P. Hendricks, Jonas Rauber, Rujun Long and P. Mcdaniel.
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<aside> 🎙️ Speech Recognition with Limited Data
Master thesis of Lilit Ketikyan, Supervised by Karen Hambardzumyan
Yerevan State University, 2022
ASPRAM: Automatic SPeech Recognition for Armenian - a Hugging Face Space by YSU
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<aside> 🈯 Bilingual Sentence Alignment Using Multilingual Language Models Master thesis of Hovhannes Tamoyan, Supervised by Karen Hambardzumyan
American University of Armenia, Yerevan State University, 2021
Hovhannes_Tamoyan_Masters_Thesis
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<aside> 📜 Automatic code to docstring generation
Master thesis of Angel Abgaryan, Supervised by Karen Hambardzumyan
Yerevan State University, 2021
Code to docstring generation.pdf
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