Sotabase

Career

· Adjunct Assistant Professor, Johns Hopkins Whiting School of Engineering2021–2023
· Assistant Professor of Technology, Operations, and Statistics, NYU Stern School of Business2020–
· Assistant Research Professor, Johns Hopkins Whiting School of Engineering2019–2020
· Applied Research Scientist Intern, Amazon2017–2017
· PhD in Computer and Information Science, University of Pennsylvania2013–2019
· Chivalric LLC, Ronin Capital2010–2015
· Portfolio Manager, Millennium Management2007–2009
· Head of High Frequency Quantitative Research, BNP Paribas2004–2007
· Quant Researcher, BNP Paribas / Cooper Neff1999–2007
· BSE in Computer Science Engineering, University of Pennsylvania1994–1999
· BS in Mathematics, University of Pennsylvania1994–1999

Publications (114)

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
IEEE Games Entertainment Media Conference · 2021
306
cited
Large language models could change the future of behavioral healthcare: a proposal for responsible development and evaluation
npj Mental Health Research · 2024
216
cited
Modeling Empathy and Distress in Reaction to News Stories
Conference on Empirical Methods in Natural Language Processing · 2018
140
cited
Comparison of Diverse Decoding Methods from Conditional Language Models
Annual Meeting of the Association for Computational Linguistics · 2019
130
cited
Natural language processing methods are sensitive to sub-clinical linguistic differences in schizophrenia spectrum disorders
npj Schizophrenia · 2021
96
cited
MimicNet: fast performance estimates for data center networks with machine learning
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2021
86
cited
ChatEval: A Tool for Chatbot Evaluation
North American Chapter of the Association for Computational Linguistics · 2019
83
cited
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification
North American Chapter of the Association for Computational Linguistics · 2019
68
cited
Empathic Conversations: A Multi-level Dataset of Contextualized Conversations
arXiv.org · 2022
59
cited
Linear Connectivity Reveals Generalization Strategies
International Conference on Learning Representations · 2022
55
cited
Continual Learning for Sentence Representations Using Conceptors
North American Chapter of the Association for Computational Linguistics · 2019
54
cited
WASSA 2021 Shared Task: Predicting Empathy and Emotion in Reaction to News Stories
Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis · 2021
48
cited
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
Conference on Empirical Methods in Natural Language Processing · 2022
41
cited
Item Response Theory for Efficient Human Evaluation of Chatbots
EVAL4NLP · 2020
41
cited
Large language models display human-like social desirability biases in Big Five personality surveys
PNAS Nexus · 2024
40
cited
WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories
Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis · 2022
37
cited
Conceptor Debiasing of Word Representations Evaluated on WEAT
Proceedings of the First Workshop on Gender Bias in Natural Language Processing · 2019
34
cited
Learning Word Ratings for Empathy and Distress from Document-Level User Responses
International Conference on Language Resources and Evaluation · 2019
32
cited
Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles
Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis · 2023
31
cited
Predicting Emotional Word Ratings using Distributional Representations and Signed Clustering
Conference of the European Chapter of the Association for Computational Linguistics · 2017
24
cited
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