Sotabase

Career

· Research Intern, Contextual AI2025–2025
· Research Intern, NVIDIA2024–2024
· Intern, Amazon2023–2023
· PhD in Computer Science, Stanford University2022–
· Master of Language Technologies (MLT), Carnegie Mellon University2020–2022
· Data Scientist, CBT Associates / MindBeacon2018–2018
· Bachelor of Mathematics, Statistics Major, Computer Science Minor, University of Waterloo2015–2020
· Bachelor of Business Administration, Finance Concentration, Wilfrid Laurier University2015–2020

Publications (16)

A Survey of Data Augmentation Approaches for NLP
Findings · 2021
927
cited
Humanity's Last Exam
Robotics · 2025
284
cited
GenAug: Data Augmentation for Finetuning Text Generators
Workshop on Knowledge Extraction and Integration for Deep Learning Architectures; Deep Learning Inside Out · 2020
76
cited
Keep Calm and Switch On! Preserving Sentiment and Fluency in Semantic Text Exchange
Conference on Empirical Methods in Natural Language Processing · 2019
30
cited
ALOHA: Artificial Learning of Human Attributes for Dialogue Agents
AAAI Conference on Artificial Intelligence · 2019
29
cited
NAREOR: The Narrative Reordering Problem
AAAI Conference on Artificial Intelligence · 2021
27
cited
CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation Models
Conference of the European Chapter of the Association for Computational Linguistics · 2022
14
cited
Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models
AAAI Conference on Artificial Intelligence · 2021
14
cited
SAPPHIRE: Approaches for Enhanced Concept-to-Text Generation
International Conference on Natural Language Generation · 2021
11
cited
PANCETTA: Phoneme Aware Neural Completion to Elicit Tongue Twisters Automatically
Conference of the European Chapter of the Association for Computational Linguistics · 2022
6
cited
Exploring Data Augmentation in Neural DRS-to-Text Generation
Conference of the European Chapter of the Association for Computational Linguistics · 2024
5
cited
Follow Alice into the Rabbit Hole: Giving Dialogue Agents Understanding of Human Level Attributes
arXiv.org · 2019
2
cited
PINEAPPLE: Personifying INanimate Entities by Acquiring Parallel Personification Data for Learning Enhanced Generation
International Conference on Computational Linguistics · 2022
2
cited
A benchmark of expert-level academic questions to assess AI capabilities
Nature · 2026
1
cited
A Unified Definition of Hallucination: It's The World Model, Stupid!
2025
1
cited
FieldSwap: Data Augmentation for Form-Like Documents
2023
Sotabase
Steven Feng | Researcher Profile | Sotabase | Sotabase