Papers with job satisfaction
An automated medical scribe for documenting clinical encounters (N18-5)
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Gregory Finley, Erik Edwards, Amanda Robinson, Michael Brenndoerfer, Najmeh Sadoughi, James Fone, Nico Axtmann, Mark Miller, David Suendermann-Oeft
| Challenge: | a medical scribe is a clinical professional who charts patient–physician encounters in real time. |
| Approach: | They propose to use multiple speech and language technologies to create an automated medical scribe. |
| Outcome: | a medical scribe can be used as an alternative to human scribes or as an assistive tool for physicians . the system relies on multiple speech and language technologies, including speaker diarization, medical speech recognition, knowledge extraction, and natural language generation. |
Say ‘YES’ to Positivity: Detecting Toxic Language in Workplace Communications (2021.findings-emnlp)
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| Challenge: | Toxic workplace communication is subtle, hidden or shows human biases . lack of corpus, sparsity of toxicity in enterprise emails hinder study . |
| Approach: | They propose a taxonomy to study toxic language at the workplace and a dataset to study it. |
| Outcome: | The proposed taxonomy provides a general and computationally viable taxonomies for studying toxic language at the workplace and analyzes why offensive language and hate-speech datasets are not suitable to detect workplace toxicity. |