**Machine Learning Researcher @ YerevaNN

With a focus on Natural Language Processing**

Links

mahnerak [at] yerevann [dot] com


GitHub

Google Scholar

Semantic Scholar

Résumé

Karen_Hambardzumyan_CV.pdf

Skills

Publications

<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

</aside>

<aside> 🌀 WARP: Word-level Adversarial ReProgramming ACL-IJCNLP 2021


Karen Hambardzumyan, Hrant Khachatrian and Jonathan May

</aside>

<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

</aside>

<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

</aside>

<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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Supervision & Teaching

<aside> 🎙️ Speech Recognition with Limited Data

Master thesis of Lilit Ketikyan, Supervised by Karen Hambardzumyan

Yerevan State University, 2022

Lilit_Ketikyan_Masters_Thesis

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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