Papers with PNs
Annotation of Emotion Carriers in Personal Narratives (2020.lrec-1)
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| Challenge: | PNs are recollections of facts, events, and thoughts that are best explained by speech or text segments . spoken PN is difficult because it is unstructured and involving multiple sub-events and characters as well as thoughts and associated emotions perceived by the narrator. |
| Approach: | They propose and evaluate an annotation model for identifying emotion carriers in spoken personal narratives from the Ulm State-of-Mind in Speech corpus. |
| Outcome: | The proposed model could be used to extract emotion carriers from spoken personal narratives, which are often unstructured and often unorganized . |
The USMLE® Step 2 Clinical Skills Patient Note Corpus (2022.naacl-main)
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| Challenge: | Large clinical note corpora are one of the most needed and one of least available resources in biomedical NLP due to patient confidentiality considerations and expert annotation cost. |
| Approach: | They present a corpus of 43,985 clinical patient notes (PNs) written by 35,156 examinees during the USMLE® Step 2 Clinical Skills examination. |
| Outcome: | The corpus of 43,985 clinical patient notes (PNs) written by 35,156 examinees during the high-stakes USMLE® Step 2 Clinical Skills examination is available via a data sharing agreement with NBME . |
Annotation of Valence Unfolding in Spoken Personal Narratives (2022.lrec-1)
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Aniruddha Tammewar, Franziska Braun, Gabriel Roccabruna, Sebastian Bayerl, Korbinian Riedhammer, Giuseppe Riccardi
| Challenge: | Personal Narrative (PN) is the recollection of individuals’ life experiences, events, and thoughts along with the associated emotions in the form of a story. |
| Approach: | They annotate a corpus of spoken personal narratives with the emotion valence using discrete values and use a 5-point bipolar scale to measure their agreement. |
| Outcome: | The annotators annotate a corpus of spoken personal narratives with the emotion valence using discrete values on a 5-point bipolar scale ranging from -2 to +2 (0 for neutral). |