Elliot Schumacher

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Pseudo Relevance Feedback

Candidate Generation

Top Venues

ClinicalNLP@ACL

Publications

Albert Yu Sun, Varun Nair, Elliot Schumacher, Anitha Kannan
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants. NAACL-HLT (2024)
Varun Nair, Elliot Schumacher, Geoffrey J. Tso, Anitha Kannan
DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents. CoRR (2023)
Albert Yu Sun, Varun Nair, Elliot Schumacher, Anitha Kannan
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants. CoRR (2023)
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)
Varun Nair, Elliot Schumacher, Anitha Kannan
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models. CoRR (2023)
Elliot Schumacher, Daniel Rosenthal, Varun Nair, Luladay Price, Geoffrey J. Tso, Anitha Kannan
Extrinsically-Focused Evaluation of Omissions in Medical Summarization. CoRR (2023)
Elliot Schumacher, James Mayfield, Mark Dredze
Improving Zero-Shot Multi-Lingual Entity Linking. CoRR (2021)
Elliot Schumacher, James Mayfield, Mark Dredze
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking. ACL/IJCNLP (Findings) (2021)
Elliot Schumacher, Andriy Mulyar, Mark Dredze
Clinical Concept Linking with Contextualized Neural Representations. ACL (2020)
Elliot Schumacher, James Mayfield, Mark Dredze
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking. CoRR (2020)
Elliot Schumacher, Mark Dredze
Discriminative Candidate Generation for Medical Concept Linking. AKBC (2019)
Andriy Mulyar, Elliot Schumacher, Masoud Rouhizadeh, Mark Dredze
Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models. CoRR (2019)
Elliot Schumacher, Kevyn Collins-Thompson, Gwen A. Frishkoff, Maxine Eskénazi
Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context. CoRR (2016)
Elliot Schumacher, Maxine Eskénazi
A Readability Analysis of Campaign Speeches from the 2016 US Presidential Campaign. CoRR (2016)
Elliot Schumacher, Maxine Eskénazi, Gwen A. Frishkoff, Kevyn Collins-Thompson
Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context. EMNLP (2016)