Elliot Schumacher

According to our database, Elliot Schumacher authored at least 11 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants.

Albert Yu Sun, Varun Nair, Elliot Schumacher, Anitha Kannan

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents.

Varun Nair, Elliot Schumacher, Geoffrey J. Tso, Anitha Kannan

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

Extrinsically-Focused Evaluation of Omissions in Medical Summarization.

Elliot Schumacher, Daniel Rosenthal, Varun Nair, Luladay Price, Geoffrey J. Tso, Anitha Kannan

CoRR, 2023

Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models.

Varun Nair, Elliot Schumacher, Anitha Kannan

Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023

2021

Improving Zero-Shot Multi-Lingual Entity Linking.

Elliot Schumacher, James Mayfield, Mark Dredze

CoRR, 2021

Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking.

Elliot Schumacher, James Mayfield, Mark Dredze

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Clinical Concept Linking with Contextualized Neural Representations.

Elliot Schumacher, Andriy Mulyar, Mark Dredze

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models.

Andriy Mulyar, Elliot Schumacher, Masoud Rouhizadeh, Mark Dredze

CoRR, 2019

Discriminative Candidate Generation for Medical Concept Linking.

Elliot Schumacher, Mark Dredze

Proceedings of the 1st Conference on Automated Knowledge Base Construction, 2019

2016

A Readability Analysis of Campaign Speeches from the 2016 US Presidential Campaign.

Elliot Schumacher, Maxine Eskénazi

CoRR, 2016

Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context.

Elliot Schumacher, Maxine Eskénazi, Gwen A. Frishkoff, Kevyn Collins-Thompson

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016