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Elliot Schumacher
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2020 – today
- 2023
- [c5]Varun Nair, Elliot Schumacher, Anitha Kannan:
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models. ClinicalNLP@ACL 2023: 200-217 - [i9]Varun Nair, Elliot Schumacher, Geoffrey J. Tso, Anitha Kannan:
DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents. CoRR abs/2303.17071 (2023) - [i8]Albert Yu Sun, Varun Nair, Elliot Schumacher, Anitha Kannan:
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants. CoRR abs/2304.14364 (2023) - [i7]Varun Nair, Elliot Schumacher, Anitha Kannan:
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models. CoRR abs/2305.05982 (2023) - [i6]Elliot Schumacher, Daniel Rosenthal, Varun Nair, Luladay Price, Geoffrey J. Tso, Anitha Kannan:
Extrinsically-Focused Evaluation of Omissions in Medical Summarization. CoRR abs/2311.08303 (2023) - 2021
- [c4]Elliot Schumacher, James Mayfield, Mark Dredze:
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking. ACL/IJCNLP (Findings) 2021: 583-595 - [i5]Elliot Schumacher, James Mayfield, Mark Dredze:
Improving Zero-Shot Multi-Lingual Entity Linking. CoRR abs/2104.08082 (2021) - 2020
- [c3]Elliot Schumacher, Andriy Mulyar, Mark Dredze:
Clinical Concept Linking with Contextualized Neural Representations. ACL 2020: 8585-8592 - [i4]Elliot Schumacher, James Mayfield, Mark Dredze:
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking. CoRR abs/2010.09828 (2020)
2010 – 2019
- 2019
- [c2]Elliot Schumacher, Mark Dredze:
Discriminative Candidate Generation for Medical Concept Linking. AKBC 2019 - [i3]Andriy Mulyar, Elliot Schumacher, Masoud Rouhizadeh, Mark Dredze:
Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models. CoRR abs/1910.13664 (2019) - 2016
- [c1]Elliot Schumacher, Maxine Eskénazi, Gwen A. Frishkoff, Kevyn Collins-Thompson:
Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context. EMNLP 2016: 1871-1881 - [i2]Elliot Schumacher, Maxine Eskénazi:
A Readability Analysis of Campaign Speeches from the 2016 US Presidential Campaign. CoRR abs/1603.05739 (2016) - [i1]Elliot Schumacher, Kevyn Collins-Thompson, Gwen A. Frishkoff, Maxine Eskénazi:
Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context. CoRR abs/1606.08425 (2016)
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