Vikas Raunak

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Florian MetzeCarnegie Mellon University; Meta AIVerified email at andrew.cmu.edu
Arul MenezesMicrosoft ResearchVerified email at microsoft.com
Vivek GuptaPostdoctoral Researcher, Computer and Information Science, University of PennsylvaniaVerified email at cis.upenn.edu
Amr SharafMicrosoftVerified email at microsoft.com
Hany Hassan AwadallaMicrosoft ResearchVerified email at microsoft.com
Matt PostMicrosoft TranslatorVerified email at cs.jhu.edu
Young Jin KimMicrosoft, Georgia Tech. (CSE)Verified email at gatech.edu
Marcin Junczys-DowmuntMicrosoftVerified email at microsoft.com
Siddharth DalmiaResearch Scientist, Google DeepMindVerified email at google.com
Shinji WatanabeCarnegie Mellon UniversityVerified email at cmu.edu
Brian YanCarnegie Mellon UniversityVerified email at cs.cmu.edu
Sang Keun ChoeCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Tom KocmiMicrosoftVerified email at microsoft.com
Vaibhav KumarCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Jamie CallanProfessor, Language Technologies Institute, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Sebastian GehrmanHead of NLP, CTO Office, Bloomberg LPVerified email at bloomberg.net
Jascha Sohl-DicksteinAnthropicVerified email at anthropic.com
Diyi YangStanford UniversityVerified email at stanford.edu
Ondřej DušekInstitute of Formal and Applied Linguistics, Charles University, Prague, CzechiaVerified email at ufal.mff.cuni.cz
Colin RaffelUniversity of Toronto, Vector Institute and Hugging FaceVerified email at cs.toronto.edu

Vikas Raunak

Senior Research Scientist, Microsoft

Verified email at microsoft.com - Homepage

Sequence Modeling Neural Machine Translation Language Models Reliable AI


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...	1150	2023
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... TMLR 2023, 2022	732	2022
How good are gpt models at machine translation? a comprehensive evaluation A Hendy, M Abdelrehim, A Sharaf, V Raunak, M Gabr, H Matsushita, ... Technical Report, 2023	195	2023
The Curious Case of Hallucinations in Neural Machine Translation V Raunak, A Menezes, M Junczys-Dowmunt NAACL 2021, 2021	152	2021
The gem benchmark: Natural language generation, its evaluation and metrics S Gehrmann, T Adewumi, K Aggarwal, PS Ammanamanchi, ... ACL GEM Workshop 2021, 2021	132	2021
Effective dimensionality reduction for word embeddings V Raunak, V Gupta, F Metze ACL Workshop on Representation Learning for NLP 2019, 2019	120	2019
Nl-augmenter: A framework for task-sensitive natural language augmentation KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ... NEJLT 2023, 2021	64	2021
Simple and effective dimensionality reduction for word embeddings V Raunak NeurIPS Learning with Limited Labelled Data Workshop 2017, 2017	31	2017
Searchable hidden intermediates for end-to-end models of decomposable sequence tasks S Dalmia, B Yan, V Raunak, F Metze, S Watanabe NAACL 2021, 2021	30	2021
On long-tailed phenomena in neural machine translation V Raunak, S Dalmia, V Gupta, F Metze EMNLP Findings 2020, 2020	29	2020
Learned in speech recognition: Contextual acoustic word embeddings S Palaskar, V Raunak, F Metze ICASSP 2019, 2019	25	2019
On compositionality in neural machine translation V Raunak, V Kumar, F Metze NeurIPS Context and Compositionality Workshop 2019, 2019	18	2019
SALTED: A Framework for SAlient Long-Tail Translation Error Detection V Raunak, M Post, A Menezes EMNLP Findings 2022, 2022	15	2022
Ranking Clarification Questions via Natural Language Inference V Kumar, V Raunak, J Callan CIKM 2020, 2020	15	2020
Do GPTs Produce Less Literal Translations? V Raunak, A Menezes, M Post, HH Awadallah ACL 2023, 2023	14	2023
Leveraging GPT-4 for Automatic Translation Post-Editing V Raunak, A Sharaf, HH Awadallah, A Menezes EMNLP Findings 2023, 2023	12	2023
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code S Gehrmann, A Bhattacharjee, A Mahendiran, A Wang, A Papangelis, ... EMNLP 2022, 2022	11	2022
Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks V Raunak, A Menezes EMNLP Findings 2022, 2022	10	2022
On leveraging the visual modality for neural machine translation V Raunak, SK Choe, Q Lu, Y Xu, F Metze INLG 2019, 2019	8	2019
Rank-One Editing of Encoder-Decoder Models V Raunak, A Menezes NeurIPS Interactive NLP Workshop 2022, 2022	5	2022

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