Sotabase

Career

· Associate Professor, McGill University2021–
· Associate Professor, Mila Research Institute2021–
· Consulting Researcher, Microsoft Research2020–
· Academic Advisor, Borealis AI2017–2020
· Faculty Fellow, Element AI2017–2019
· Assistant Professor, Mila Research Institute2017–2021
· Assistant Professor, McGill University2015–2021
· Research Intern, Microsoft Research2012–
· PhD in Computer Science, University of Toronto2010–2014
· MS in Computer Science, University of Toronto2008–2010
· B.Sc. (Honours) in Computer Science, University of British Columbia2004–2008

Publications (206)

BanditSum: Extractive Summarization as a Contextual Bandit
Conference on Empirical Methods in Natural Language Processing · 2018
187
cited
Factual Error Correction for Abstractive Summarization Models
Conference on Empirical Methods in Natural Language Processing · 2020
181
cited
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization
Annual Meeting of the Association for Computational Linguistics · 2021
180
cited
TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion
Conference on Empirical Methods in Natural Language Processing · 2020
174
cited
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing
Annual Meeting of the Association for Computational Linguistics · 2019
164
cited
Multi-Fact Correction in Abstractive Text Summarization
Conference on Empirical Methods in Natural Language Processing · 2020
128
cited
Probabilistic Frame Induction
North American Chapter of the Association for Computational Linguistics · 2013
117
cited
Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation
Findings · 2022
106
cited
On the Systematicity of Probing Contextualized Word Representations: The Case of Hypernymy in BERT
STARSEM · 2020
88
cited
Extractive vs. NLG-based Abstractive Summarization of Evaluative Text: The Effect of Corpus Controversiality
International Conference on Natural Language Generation · 2008
82
cited
Optimizing Deeper Transformers on Small Datasets
Annual Meeting of the Association for Computational Linguistics · 2020
76
cited
On Variational Learning of Controllable Representations for Text without Supervision
International Conference on Machine Learning · 2019
68
cited
Discourse-Aware Unsupervised Summarization for Long Scientific Documents
Conference of the European Chapter of the Association for Computational Linguistics · 2021
66
cited
Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented Regularization
International Workshop on Semantic Evaluation · 2018
59
cited
The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution
Annual Meeting of the Association for Computational Linguistics · 2018
57
cited
A Hierarchical Neural Attention-based Text Classifier
Conference on Empirical Methods in Natural Language Processing · 2018
50
cited
Sequence clustering and labeling for unsupervised query intent discovery
Web Search and Data Mining · 2012
50
cited
A Cross-Domain Transferable Neural Coherence Model
Annual Meeting of the Association for Computational Linguistics · 2019
49
cited
Contextualized Non-local Neural Networks for Sequence Learning
AAAI Conference on Artificial Intelligence · 2018
47
cited
How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAG
Conference on Empirical Methods in Natural Language Processing · 2018
44
cited
Sotabase
Jackie Chi Kit Cheung | Researcher Profile | Sotabase | Sotabase