3 citations · 5 across the 4 of their papers we have counts for
4 papers
Entity Anchored ICD Coding
Jay DeYoung, Han-Chin Shing, Luyang Kong +2
Medical coding is a complex task, requiring assignment of a subset of over 72,000 ICD codes to a patient's notes. Modern natural language processing approaches to these tasks have…
Learning to Revise References for Faithful Summarization
Griffin Adams, Han-Chin Shing, Qing Sun +3
In real-world scenarios with naturally occurring datasets, reference summaries are noisy and may contain information that cannot be inferred from the source text. On large news cor…
Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics
Luyang Kong, Christopher Winestock, Parminder Bhatia
Medical entity retrieval is an integral component for understanding and communicating information across various health systems. Current approaches tend to work well on specific me…
Direct optimization of F-measure for retrieval-based personal question answering
Rasool Fakoor, Amanjit Kainth, Siamak Shakeri +3
Recent advances in spoken language technologies and the introduction of many customer facing products, have given rise to a wide customer reliance on smart personal assistants for…