
Melissa Dell
Professor @ Harvard University
contrastive learning
record linkage
probing
multimodality
ocr
low-resource settings
vision transformers
cross-modal application
nlp for social science
entity linkage
transformers
knowledge inducing
fine-tuning
4
presentations
1
number of views
SHORT BIO
Professor Dell is the Andrew E. Furer Professor of Economics at Harvard University. She is the 2020 recipient of the John Bates Clark Medal, awarded each year to an American economist under the age of forty who is judged to have made the most significant contribution to economic thought and knowledge. In 2018, The Economist named her one of the decade’s eight best young economists, and in 2014 she was named by the IMF as the youngest of 25 economists under the age of 45 shaping thought about the global economy. Her research focuses on economic history and political economy.
Presentations

Contrastive Entity Coreference and Disambiguation for Historical Texts
Abhishek Arora and 3 other authors

LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models
Abhishek Arora and 1 other author

Quantifying Character Similarity with Vision Transformers | VIDEO
Xinmei Yang and 3 other authors

EfficientOCR: An Extensible, Open-Source Package for Efficiently Digitizing World Knowledge
Melissa Dell and 3 other authors