Elliot Schumacher

19 papers A* 2Journal 10Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Rare Disease Differential Diagnosis with Large Language Models at Scale: From Abdominal Actinomycosis to Wilson's Disease. CoRR Elliot Schumacher, Dhruv Naik, Anitha Kannan
2025	—	`conf`	Rare Disease Differential Diagnosis with Large Language Models at Scale: From Abdominal Actinomycosis to Wilson’s Disease. MLHC Elliot Schumacher, Dhruv Naik, Anitha Kannan
2024	—	`conf`	CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants. NAACL-HLT Albert Yu Sun, Varun Nair, Elliot Schumacher, Anitha Kannan
2024	—	`conf`	DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents. ClinicalNLP@NAACL Varun Nair, Elliot Schumacher, Geoffrey J. Tso, Anitha Kannan
2024	—	`conf`	MED-OMIT: Extrinsically-Focused Evaluation Metric for Omissions in Medical Summarization. ML4H@NeurIPS Elliot Schumacher, Daniel Rosenthal, Dhruv Naik, Varun Nair, Luladay Price, Geoffrey J. Tso, Anitha Kannan
2023	J	`jnl`	CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants. CoRR Albert Yu Sun, Varun Nair, Elliot Schumacher, Anitha Kannan
2023	J	`jnl`	DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents. CoRR Varun Nair, Elliot Schumacher, Geoffrey J. Tso, Anitha Kannan
2023	J	`jnl`	Extrinsically-Focused Evaluation of Omissions in Medical Summarization. CoRR Elliot Schumacher, Daniel Rosenthal, Varun Nair, Luladay Price, Geoffrey J. Tso, Anitha Kannan
2023	—	`conf`	Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models. ClinicalNLP@ACL Varun Nair, Elliot Schumacher, Anitha Kannan
2023	J	`jnl`	Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models. CoRR Varun Nair, Elliot Schumacher, Anitha Kannan
2021	—	`conf`	Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking. ACL/IJCNLP (Findings) Elliot Schumacher, James Mayfield, Mark Dredze
2021	J	`jnl`	Improving Zero-Shot Multi-Lingual Entity Linking. CoRR Elliot Schumacher, James Mayfield, Mark Dredze
2020	A*	`conf`	Clinical Concept Linking with Contextualized Neural Representations. ACL Elliot Schumacher, Andriy Mulyar, Mark Dredze
2020	J	`jnl`	Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking. CoRR Elliot Schumacher, James Mayfield, Mark Dredze
2019	—	`conf`	Discriminative Candidate Generation for Medical Concept Linking. AKBC Elliot Schumacher, Mark Dredze
2019	J	`jnl`	Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models. CoRR Andriy Mulyar, Elliot Schumacher, Masoud Rouhizadeh, Mark Dredze
2016	J	`jnl`	A Readability Analysis of Campaign Speeches from the 2016 US Presidential Campaign. CoRR Elliot Schumacher, Maxine Eskénazi
2016	A*	`conf`	Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context. EMNLP Elliot Schumacher, Maxine Eskénazi, Gwen A. Frishkoff, Kevyn Collins-Thompson
2016	J	`jnl`	Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context. CoRR Elliot Schumacher, Kevyn Collins-Thompson, Gwen A. Frishkoff, Maxine Eskénazi