Sotabase

Career

· Senior Research Scientist, Google2024–
· Research Scientist, Amazon Web Services (AWS)2022–2024
· MS in Computer Science, University of Southern California2018–2020
· PhD in Computer Science, University of Southern California2018–2022
· Senior Associate, Data Scientist, Commonwealth Bank2017–2018
· Senior Research Analyst, Federal Reserve Bank of New York2015–2017
· M.Sc. in Data Science, New York University (NYU)2015–2018
· B.A in Economics and Math, Hamilton College2010–2014

Publications (19)

Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction
Conference on Empirical Methods in Natural Language Processing · 2019
131
cited
Deep Structured Neural Network for Event Temporal Relation Extraction
Conference on Computational Natural Language Learning · 2019
66
cited
ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning
Conference on Empirical Methods in Natural Language Processing · 2020
64
cited
ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations
Conference on Empirical Methods in Natural Language Processing · 2021
52
cited
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference
AAAI Conference on Artificial Intelligence · 2020
50
cited
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering
Conference on Empirical Methods in Natural Language Processing · 2024
43
cited
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction
Conference on Empirical Methods in Natural Language Processing · 2020
42
cited
Character-centric Story Visualization via Visual Planning and Token Alignment
Conference on Empirical Methods in Natural Language Processing · 2022
37
cited
EventPlus: A Temporal Event Understanding Pipeline
North American Chapter of the Association for Computational Linguistics · 2021
33
cited
Reverse Thinking Makes LLMs Stronger Reasoners
North American Chapter of the Association for Computational Linguistics · 2024
23
cited
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts
North American Chapter of the Association for Computational Linguistics · 2022
21
cited
DEER: A Data Efficient Language Model for Event Temporal Reasoning
arXiv.org · 2020
17
cited
Modeling Context in Answer Sentence Selection Systems on a Latency Budget
Conference of the European Chapter of the Association for Computational Linguistics · 2021
14
cited
Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop
Conference on Empirical Methods in Natural Language Processing · 2018
12
cited
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems
Annual Meeting of the Association for Computational Linguistics · 2023
11
cited
RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering
Annual Meeting of the Association for Computational Linguistics · 2023
5
cited
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models
Conference on Empirical Methods in Natural Language Processing · 2024
Predicting Visual Futures with Image Captioning and Pre-Trained Language Models
2021
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