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Vikas Raunak
Vikas Raunak
Senior Research Scientist, Microsoft
Verified email at microsoft.com - Homepage
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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, ...
13202023
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, ...
Transactions on Machine Learning Research (TMLR) 2023, 2022
8582022
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
2552023
The Curious Case of Hallucinations in Neural Machine Translation
V Raunak, A Menezes, M Junczys-Dowmunt
North American Chapter of the Association for Computational Linguistics …, 2021
1682021
The gem benchmark: Natural language generation, its evaluation and metrics
S Gehrmann, T Adewumi, K Aggarwal, PS Ammanamanchi, ...
ACL Generation Evaluation and Metrics (GEM) Workshop 2021, 2021
1312021
Effective dimensionality reduction for word embeddings
V Raunak, V Gupta, F Metze
ACL Workshop on Representation Learning for NLP 2019, 2019
1272019
Nl-augmenter: A framework for task-sensitive natural language augmentation
KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ...
Northern European Journal of Language Technology (NEJLT) 2023, 2021
662021
Simple and effective dimensionality reduction for word embeddings
V Raunak
NeurIPS Learning with Limited Labelled Data Workshop 2017, 2017
322017
On long-tailed phenomena in neural machine translation
V Raunak, S Dalmia, V Gupta, F Metze
Conference on Empirical Methods in Natural Language Processing (EMNLP …, 2020
312020
Searchable hidden intermediates for end-to-end models of decomposable sequence tasks
S Dalmia, B Yan, V Raunak, F Metze, S Watanabe
North American Chapter of the Association for Computational Linguistics …, 2021
302021
Learned in speech recognition: Contextual acoustic word embeddings
S Palaskar, V Raunak, F Metze
International Conference on Acoustics, Speech, and Signal Processing (ICASSP …, 2019
252019
Leveraging GPT-4 for Automatic Translation Post-Editing
V Raunak, A Sharaf, HH Awadallah, A Menezes
Conference on Empirical Methods in Natural Language Processing (EMNLP …, 2023
222023
SALTED: A Framework for SAlient Long-Tail Translation Error Detection
V Raunak, M Post, A Menezes
Conference on Empirical Methods in Natural Language Processing (EMNLP …, 2022
202022
On compositionality in neural machine translation
V Raunak, V Kumar, F Metze
NeurIPS Context and Compositionality Workshop 2019, 2019
182019
Do GPTs Produce Less Literal Translations?
V Raunak, A Menezes, M Post, HH Awadallah
Annual Meeting of the Association for Computational Linguistics (ACL) 2023, 2023
162023
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
S Gehrmann, A Bhattacharjee, A Mahendiran, A Wang, A Papangelis, ...
Conference on Empirical Methods in Natural Language Processing (EMNLP) 2022, 2022
152022
Ranking Clarification Questions via Natural Language Inference
V Kumar, V Raunak, J Callan
ACM Conference on Information and Knowledge Management (CIKM) 2020, 2020
152020
Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks
V Raunak, A Menezes
Conference on Empirical Methods in Natural Language Processing (EMNLP …, 2022
112022
On leveraging the visual modality for neural machine translation
V Raunak, SK Choe, Q Lu, Y Xu, F Metze
International Natural Language Generation Conference (INLG) 2019, 2019
102019
Rank-One Editing of Encoder-Decoder Models
V Raunak, A Menezes
NeurIPS Interactive Natural Language Processing Workshop 2022, 2022
62022
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