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The Problem of Semantic Shift in Longitudinal Monitoring of Social Media: A Case Study on Mental Health During the COVID-19 Pandemic



Keith Harrigian , Mark Dredze

* Accepted to the 14th International ACM Conference on Web Science in 2022 (WebSci '22) 

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Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses



Keith Harrigian , Mark Dredze

* Accepted to the Eighth Workshop on Computational Linguistics and Clinical Psychology (CLPsych) at NAACL 

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What Makes Data-to-Text Generation Hard for Pretrained Language Models?



Moniba Keymanesh , Adrian Benton , Mark Dredze

* 15 pages, 5 figures 

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Enriching Unsupervised User Embedding via Medical Concepts



Xiaolei Huang , Franck Dernoncourt , Mark Dredze

* accepted at ACM CHIL 2022. a revision for section reformat 

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Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction



Mahsa Yarmohammadi , Shijie Wu , Marc Marone , Haoran Xu , Seth Ebner , Guanghui Qin , Yunmo Chen , Jialiang Guo , Craig Harman , Kenton Murray , Aaron Steven White , Mark Dredze , Benjamin Van Durme

* EMNLP 2021 

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Learning to Look Inside: Augmenting Token-Based Encoders with Character-Level Information



Yuval Pinter , Amanda Stent , Mark Dredze , Jacob Eisenstein


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Improving Zero-Shot Multi-Lingual Entity Linking



Elliot Schumacher , James Mayfield , Mark Dredze


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Faithful and Plausible Explanations of Medical Code Predictions



Zach Wood-Doughty , Isabel Cachola , Mark Dredze

* The first two authors contributed equally 

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Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling



Aaron Mueller , Mark Dredze

* Accepted to NAACL 2021 

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Gender and Racial Fairness in Depression Research using Social Media



Carlos Aguirre , Keith Harrigian , Mark Dredze

* Accepted to EACL 2021 

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