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Sabrina J. Mielke
Sabrina J. Mielke
Verified email at jhu.edu - Homepage
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Year
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
arXiv preprint arXiv:2211.05100, 2022
16292022
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology
R Zmigrod, SJ Mielke, H Wallach, R Cotterell
arXiv preprint arXiv:1906.04571, 2019
3232019
Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too!
S Sia, A Dalmia, SJ Mielke
arXiv preprint arXiv:2004.14914, 2020
1732020
Reducing Conversational Agents’ Overconfidence Through Linguistic Calibration
SJ Mielke, A Szlam, E Dinan, YL Boureau
Transactions of the Association for Computational Linguistics 10, 857-872, 2022
156*2022
The CoNLL--SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection
R Cotterell, C Kirov, J Sylak-Glassman, G Walther, E Vylomova, ...
arXiv preprint arXiv:1810.07125, 2018
1562018
UniMorph 2.0: Universal Morphology.
C Kirov, R Cotterell, J Sylak-Glassman, G Walther, E Vylomova, P Xia, ...
LREC, 2018
1522018
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP
SJ Mielke, Z Alyafeai, E Salesky, C Raffel, M Dey, M Gallé, A Raja, C Si, ...
arXiv preprint arXiv:2112.10508, 2021
127*2021
The SIGMORPHON 2019 shared task: Crosslinguality and context in morphology
AD McCarthy, E Vylomova, S Wu, C Malaviya, L Wolf-Sonkin, G Nicolai, ...
Proceedings of the 16th SIGMORPHON Workshop on Computational Research in …, 2019
122*2019
Are All Languages Equally Hard to Language-Model?
R Cotterell, SJ Mielke, J Eisner, B Roark
Proceedings of the 2018 Conference of the North American Chapter of the …, 2018
1032018
UniMorph 3.0: Universal Morphology
AD McCarthy, C Kirov, M Grella, A Nidhi, P Xia, K Gorman, E Vylomova, ...
Proceedings of The 12th Language Resources and Evaluation Conference, 3922-3931, 2020
942020
What Kind of Language Is Hard to Language-Model?
SJ Mielke, R Cotterell, K Gorman, B Roark, J Eisner
arXiv preprint arXiv:1906.04726, 2019
762019
Processing South Asian Languages Written in the Latin Script: the Dakshina Dataset
B Roark, L Wolf-Sonkin, C Kirov, SJ Mielke, C Johny, I Demirsahin, K Hall
Proceedings of The 12th Language Resources and Evaluation Conference, 2413-2423, 2020
732020
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection
E Vylomova, J White, E Salesky, SJ Mielke, S Wu, E Ponti, RH Maudslay, ...
arXiv preprint arXiv:2006.11572, 2020
642020
Spell once, summon anywhere: A two-level open-vocabulary language model
SJ Mielke, J Eisner
Proceedings of the AAAI Conference on Artificial Intelligence 33, 6843-6850, 2019
342019
UniMorph 4.0: Universal Morphology
K Batsuren, O Goldman, S Khalifa, N Habash, W Kieraś, G Bella, ...
arXiv preprint arXiv:2205.03608, 2022
292022
SIGTYP 2020 Shared Task: Prediction of Typological Features
J Bjerva, E Salesky, SJ Mielke, A Chaudhary, GGA Celano, EM Ponti, ...
arXiv preprint arXiv:2010.08246, 2020
292020
Sigmorphon 2021 shared task on morphological reinflection: Generalization across languages
T Pimentel, M Ryskina, SJ Mielke, S Wu, E Chodroff, B Leonard, G Nicolai, ...
Proceedings of the 18th SIGMORPHON Workshop on Computational Research in …, 2021
282021
It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information
E Bugliarello, SJ Mielke, A Anastasopoulos, R Cotterell, N Okazaki
arXiv preprint arXiv:2005.02354, 2020
192020
Can you compare perplexity across different segmentations?
SJ Mielke
Available in: https://sjmielke.com/comparing-perplexities.htm, 2019
162019
SIGTYP 2021 shared task: Robust spoken language identification
E Salesky, BM Abdullah, S Mielke, E Klyachko, O Serikov, EM Ponti, ...
Proceedings of the Third Workshop on Computational Typology and Multilingual …, 2021
152021
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