Sotabase

Career

· Assistant Professor, École polytechnique fédérale de Lausanne2021–
· Doctor of Philosophy (Ph.D.), Computer Science, University of Washington2014–2020
· Master of Science - MS, Computer Science, University of Washington2014–2016
· B. Eng, Honours Electrical Engineering, McGill University2009–2014

Publications (99)

On the Opportunities and Risks of Foundation Models
arXiv.org · 2021
5,795
cited
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
Annual Meeting of the Association for Computational Linguistics · 2019
992
cited
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering
North American Chapter of the Association for Computational Linguistics · 2021
741
cited
Fast Model Editing at Scale
International Conference on Learning Representations · 2021
481
cited
Memory-Based Model Editing at Scale
International Conference on Machine Learning · 2022
471
cited
COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs
AAAI Conference on Artificial Intelligence · 2020
444
cited
Deep Communicating Agents for Abstractive Summarization
North American Chapter of the Association for Computational Linguistics · 2018
315
cited
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
arXiv.org · 2023
315
cited
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
IEEE Games Entertainment Media Conference · 2021
306
cited
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering
International Conference on Learning Representations · 2022
268
cited
Deep Bidirectional Language-Knowledge Graph Pretraining
Neural Information Processing Systems · 2022
251
cited
Learning to Write with Cooperative Discriminators
Annual Meeting of the Association for Computational Linguistics · 2018
246
cited
REFINER: Reasoning Feedback on Intermediate Representations
Conference of the European Chapter of the Association for Computational Linguistics · 2023
224
cited
Counterfactual Story Reasoning and Generation
Conference on Empirical Methods in Natural Language Processing · 2019
160
cited
Published as a conference paper at ICLR 2018 S IMULATING A CTION D YNAMICS WITH N EURAL P ROCESS N ETWORKS
2018
154
cited
Commonsense Knowledge Base Completion with Structural and Semantic Context
AAAI Conference on Artificial Intelligence · 2019
152
cited
A Design Space for Intelligent and Interactive Writing Assistants
International Conference on Human Factors in Computing Systems · 2024
146
cited
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering
AAAI Conference on Artificial Intelligence · 2020
131
cited
Simulating Action Dynamics with Neural Process Networks
International Conference on Learning Representations · 2017
123
cited
WIQA: A dataset for “What if...” reasoning over procedural text
Conference on Empirical Methods in Natural Language Processing · 2019
112
cited
Sotabase