Sotabase

Career

· Assistant Professor, Stanford University2022–
· Assistant Professor, Georgia Institute of Technology2019–2022
· PhD Student, Carnegie Mellon University2013–2019
· B.S. in Computer Science, Shanghai Jiao Tong University2009–2013

Publications (204)

Hierarchical Attention Networks for Document Classification
North American Chapter of the Association for Computational Linguistics · 2016
4,710
cited
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
arXiv.org · 2022
2,201
cited
Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
Conference on Empirical Methods in Natural Language Processing · 2023
817
cited
Can Large Language Models Transform Computational Social Science?
International Conference on Computational Logic · 2023
440
cited
ToTTo: A Controlled Table-To-Text Generation Dataset
Conference on Empirical Methods in Natural Language Processing · 2020
421
cited
“ Turn on , Tune in , Drop out ” : Anticipating student dropouts in Massive Open Online Courses
2013
399
cited
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
Annual Meeting of the Association for Computational Linguistics · 2020
396
cited
Sentiment Analysis in MOOC Discussion Forums: What does it tell us?
Educational Data Mining · 2014
381
cited
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
IEEE Games Entertainment Media Conference · 2021
306
cited
On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning
Annual Meeting of the Association for Computational Linguistics · 2022
244
cited
Humor Recognition and Humor Anchor Extraction
Conference on Empirical Methods in Natural Language Processing · 2015
218
cited
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP
Transactions of the Association for Computational Linguistics · 2021
214
cited
The Importance of Modeling Social Factors of Language: Theory and Practice
North American Chapter of the Association for Computational Linguistics · 2021
201
cited
Automatically Neutralizing Subjective Bias in Text
AAAI Conference on Artificial Intelligence · 2019
197
cited
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization
Conference on Empirical Methods in Natural Language Processing · 2020
161
cited
Investigating How Student's Cognitive Behavior in MOOC Discussion Forum Affect Learning Gains
Educational Data Mining · 2015
155
cited
Social factors that contribute to attrition in MOOCs
ACM Conference on Learning @ Scale · 2014
140
cited
Exploring the Effect of Confusion in Discussion Forums of Massive Open Online Courses
ACM Conference on Learning @ Scale · 2015
134
cited
Continual Learning for Text Classification with Information Disentanglement Based Regularization
North American Chapter of the Association for Computational Linguistics · 2021
130
cited
Mapping the Increasing Use of LLMs in Scientific Papers
arXiv.org · 2024
129
cited
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