Sotabase

Career

· Instructor, The Carpentries2019–
· Postdoctoral Researcher, Stanford University School of Medicine2016–
· PhD Student, Utrecht University2010–2014
· Visiting Researcher, Stanford University2009–2014
· Scientific Advisor, Gwydion
· Principal Scientist & Team Lead, Schrödinger

Publications (32)

Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning
Conference on Empirical Methods in Natural Language Processing · 2021
57
cited
Advancing Neural Encoding of Portuguese with Transformer Albertina PT-
Portuguese Conference on Artificial Intelligence · 2023
55
cited
WordNet Embeddings
Rep4NLP@ACL · 2018
40
cited
LX-DSemVectors: Distributional Semantics Models for Portuguese
International Conference on Computational Processing of the Portuguese Language · 2016
33
cited
Rolling out Text Categorization for Language Learning Assessment Supported by Language Technology
International Conference on Computational Processing of the Portuguese Language · 2014
26
cited
Ways of Asking and Replying in Duplicate Question Detection
International Workshop on Semantic Evaluation · 2017
25
cited
Assessing automatic text classification for interactive language learning
International Conference on Information Society · 2014
19
cited
LX-LR4DistSemEval: a collection of language resources for the evaluation of distributional semantic models of Portuguese
2017
17
cited
Learning Profiles in Duplicate Question Detection
IEEE International Conference on Information Reuse and Integration · 2017
14
cited
Neural Text Categorization with Transformers for Learning Portuguese as a Second Language
Portuguese Conference on Artificial Intelligence · 2021
11
cited
Semantic Equivalence Detection: Are Interrogatives Harder than Declaratives?
International Conference on Language Resources and Evaluation · 2018
9
cited
Universal Grammatical Dependencies for Portuguese with CINTIL Data, LX Processing and CLARIN support
International Conference on Language Resources and Evaluation · 2022
8
cited
Automatic syllabification of Portuguese
Revista da Associação Portuguesa de Linguística · 2016
7
cited
Comparative Probing of Lexical Semantics Theories for Cognitive Plausibility and Technological Usefulness
International Conference on Computational Linguistics · 2020
6
cited
Use of Domain-Specific Language Resources in Machine Translation
International Conference on Language Resources and Evaluation · 2016
6
cited
Bootstrapping a hybrid deep MT system
HyTra@ACL · 2015
5
cited
Character-Level Convolutional Neural Network for Paraphrase Detection and Other Experiments
2017
5
cited
Finely Tuned, 2 Billion Token Based Word Embeddings for Portuguese
International Conference on Language Resources and Evaluation · 2018
5
cited
SMT and Hybrid systems of the QTLeap project in the WMT16 IT-task
Conference on Machine Translation · 2016
5
cited
Transferring Confluent Knowledge to Argument Mining
International Conference on Computational Linguistics · 2022
5
cited
Sotabase