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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
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About
About
Posts
portfolio
publications
Expressively vulgar: The socio-dynamics of vulgarity and its effects on sentiment analysis in social media
Published in Conference on Computational Linguistics (COLING), 2018
Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions
Published in Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018
TLDR: Extreme Summarization of Scientific Documents.
Published in Conference on Empirical Methods in Natural Language Processing Findings (EMNLP), 2020
Faithful and Plausible Explanations of Medical Code Predictions.
Published in ArXiv 2104.07894, 2021
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.
Published in ArXiv 2105.00076, 2021
Explaining Relationships Between Scientific Documents
Published in The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP), 2021
SciA11y: Converting Scientific Papers to Accessible HTML
Published in The 23rd International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS), 2021
Proxy Model Explanations for Time Series RNNs
Published in 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 2021
Model Distillation for Faithful Explanations of Medical Code Predictions
Published in BioNLP @ 60th Annual Meeting of the Association for Computational Linguistics (ACL), 2022
The Semantic Scholar Open Data Platform
Published in ArXiv:2301.10140, 2023
The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces
Published in Communications of the ACM, Volume 67, Issue 10, 2024
Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models
Published in The Third Workshop on NLP for Positive Impact at EMNLP, 2024
Knowledge-Centric Templatic Views of Documents
Published in Conference on Empirical Methods in Natural Language Processing Findings (EMNLP), 2024
Making FETCH! Happen: Finding Emergent Dog Whistles Through Common Habitats
Published in Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Evaluating the Evaluators: Are readability metrics good measures of readability?
Published in Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025
talks
teaching
HEART: Computers As Authors
Undergraduate seminar course, Johns Hopkins University, 2022
Can you imagine a future where novels, news articles, and comedy were written by a program? This course will introduce students to text generation from the field of natural language processing in which we will discuss the methods, their applications and ethical implications. The class will include hands-on interaction with new technology to aid in the understanding of its capabilities and limitations.