Mielke, Sabrina J.
- BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
2022/11/09 by Workshop, BigScience, :, Scao, Teven Le +391 · 123 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Reducing conversational agents' overconfidence through linguistic calibration
2020/12/30 by Mielke, Sabrina J., Szlam, Arthur, Dinan, Emily +1 · 31 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP
2021/12/20 by Sabrina J. Mielke, Zaid Alyafeai, Mielke, Sabrina J. +19 · 2 voices · 20 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Machine Learning in Bioinformatics #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology
2019/06/11 by Ran Zmigrod, Zmigrod, Ran, Hanna Wallach +4 · 16 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- Are All Languages Equally Hard to Language-Model?
2018/06/10 by Cotterell, Ryan, Mielke, Sabrina J., Eisner, Jason +1 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- What Kind of Language Is Hard to Language-Model?
2019/06/11 by Mielke, Sabrina J., Cotterell, Ryan, Gorman, Kyle +2 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological\n Inflection
2020/06/20 by Ekaterina Vylomova, Vylomova, Ekaterina, Jennifer Duffield White +52 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- The CoNLL--SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection
2018/10/16 by Ryan Cotterell, Cotterell, Ryan, Christo Kirov +23 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too!
2020/04/30 by Sia, Suzanna, Dalmia, Ayush, Mielke, Sabrina J. · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information
2020/05/05 by Bugliarello, Emanuele, Mielke, Sabrina J., Anastasopoulos, Antonios +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- UniMorph 2.0: Universal Morphology
2018/10/25 by Kirov, Christo, Cotterell, Ryan, Sylak-Glassman, John +10 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Processing South Asian Languages Written in the Latin Script: the Dakshina Dataset
2020/07/02 by Roark, Brian, Wolf-Sonkin, Lawrence, Kirov, Christo +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- SIGTYP 2020 Shared Task: Prediction of Typological Features
2020/10/16 by Bjerva, Johannes, Salesky, Elizabeth, Mielke, Sabrina J. +6 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- UniMorph 4.0: Universal Morphology
2022/05/07 by Khuyagbaatar Batsuren, Omer Goldman, Batsuren, Khuyagbaatar +139 · 1 citation
Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling