The 4th Clinical Natural Language Processing Workshop
At NAACL 2022. 14 Jul 2022, Seattle, WA.
14 Jul 2022 (all times PDT) |
|
| 08:30–09:40 | Opening Session |
| 08:30–08:40 | Opening Remarks |
| 08:40–09:25 | Keynote: Mark Dredze |
| 09:25–09:40 | Keynote Q&A |
| 09:40–10:00 | Session 1 |
| 09:40–10:00 | CLPT: A Universal Annotation Scheme and Toolkit for Clinical Language Processing Saranya Krishnamoorthy, Yanyi Jiang, William Buchanan, Ayush Singh, John E. Ortega |
| 10:00–10:20 | Break |
| 10:20–12:00 | Session 2 |
| 10:20–10:40 | PLM-ICD: Automatic ICD Coding with Pretrained Language Models Chao-Wei Huang, Shang-Chi Tsai, Yun-Nung Chen |
| 10:40–11:00 | An exploratory data analysis: the performance differences of a medical code prediction system on different demographic groups Heereen Shim, Dietwig Lowet, Stijn Luca, Bart Vanrumste |
| 11:00–11:20 | Cross-Language Transfer of High-Quality Annotations: Combining Neural Machine Translation with Cross-Linguistic Span Alignment to Apply NER to Clinical Texts in a Low-Resource Language Henning Schäfer, Ahmad Idrissi-Yaghir, Peter A. Horn, Christoph M. Friedrich |
| 11:20–11:40 | Fine-tuning BERT Models for Summarizing German Radiology Findings Siting Liang, Klaus Kades, Matthias A. Fink, Peter Maximilian Full, Tim Frederik Weber, Jens Kleesiek, Michael Strube, Klaus Maier-Hein |
| 11:40–12:00 | Clinical Flair: A Pre-Trained Language Model for Spanish Clinical Natural Language Processing Matías Rojas, Jocelyn Dunstan, Fabián Villena |
| 12:00–13:30 | Lunch |
| 13:30–15:10 | Session 3 |
| 13:30–13:50 | Exploring Text Representations for Generative Temporal Relation Extraction Dmitriy Dligach, Steven Bethard, Timothy A Miller, Guergana K Savova |
| 13:50–14:10 | Ensemble-based Fine-Tuning Strategy for Temporal Relation Extraction from the Clinical Narrative Lijing Wang, Timothy A Miller, Steven Bethard, Guergana K Savova |
| 14:10–14:30 | Learning to Ask Like a Physician Eric Lehman, Vladislav Lialin, Katelyn Edelwina Yap Legaspi, Anne Janelle R. Sy, Patricia Therese S. Pile, Nicole Rose Alberto, Richard Raymund Reyes Ragasa, Corinna Victoria M. Puyat, Marianne Katharina Vicera Taliño, Isabelle Rose I Alberto, Pia Gabrielle Isidro Alfonso, Dana Moukheiber, Byron C Wallace, Anna Rumshisky, Jennifer J. Liang, Preethi Raghavan, Leo Anthony Celi, Peter Szolovits |
| 14:30–14:50 | What Do You See in this Patient? Behavioral Testing of Clinical NLP Models Betty van Aken, Sebastian Herrmann, Alexander Löser |
| 14:50–15:10 | RRED : A Radiology Report Error Detector based on Deep Learning Framework Dabin Min, Kaeun Kim, Jong Hyuk Lee, Yisak Kim, Chang Min Park |
| 15:10–15:30 | Break |
| 15:30–15:50 | Session 4 |
| 15:30–15:50 | $m$-Networks: Adapting the Triplet Networks for Acronym Disambiguation Sandaru Seneviratne, Elena Daskalaki, Artem Lenskiy, Hanna Suominen |
| 15:50–17:00 | Closing Session |
| 15:50–15:35 | Keynote: Hongfang Liu |
| 15:35–16:50 | Keynote Q&A |
| 16:50–17:00 | Closing Remarks |