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TLDR: Extreme Summarization of Scientific Documents
- Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld
- Computer ScienceFINDINGS
- 30 April 2020
TLDR
Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions
- Eric Holgate, Isabel Cachola, Daniel Preotiuc-Pietro, Junyi Jessy Li
- Computer ScienceEMNLP
- 2018
TLDR
Expressively vulgar: The socio-dynamics of vulgarity and its effects on sentiment analysis in social media
- Isabel Cachola, Eric Holgate, Daniel Preotiuc-Pietro, Junyi Jessy Li
- Computer ScienceCOLING
- 1 August 2018
TLDR
Citation Text Generation
- Kelvin Luu, Rik Koncel-Kedziorski, Kyle Lo, Isabel Cachola, Noah A. Smith
- Computer ScienceArXiv
- 2 February 2020
TLDR
Explaining Relationships Between Scientific Documents
- Kelvin Luu, Xinyi Wu, Rik Koncel-Kedziorski, Kyle Lo, Isabel Cachola, Noah A. Smith
- Computer ScienceACL
- 2 February 2020
TLDR
Improving the Accessibility of Scientific Documents: Current State, User Needs, and a System Solution to Enhance Scientific PDF Accessibility for Blind and Low Vision Users
- Lucy Lu Wang, Isabel Cachola, Daniel S. Weld
- Computer ScienceArXiv
- 2021
TLDR
Faithful and Plausible Explanations of Medical Code Predictions
- Zach Wood-Doughty, Isabel Cachola, Mark Dredze
- Computer ScienceArXiv
- 16 April 2021
TLDR
SciA11y: Converting Scientific Papers to Accessible HTML
- Lucy Lu Wang, Isabel Cachola, Daniel S. Weld
- Computer ScienceASSETS
- 17 October 2021
TLDR
Proxy Model Explanations for Time Series RNNs
- Zach Wood-Doughty, Isabel Cachola, Mark Dredze
- Computer Science20th IEEE International Conference on Machine…
- 1 December 2021
TLDR
Model Distillation for Faithful Explanations of Medical Code Predictions
- Zach Wood-Doughty, Isabel Cachola, Mark Dredze
- Computer ScienceBIONLP
- 2022
Machine learning models that offer excellent predictive performance often lack the interpretability necessary to support integrated human machine decision-making. In clinical medicine and other…