Papers by Elizabeth Olson
Crisis counselor language and perceived genuine concern in crisis conversations (2024.findings-emnlp)
Copied to clipboard
| Challenge: | In the context of mental health interventions, an extensive body of research has found significant associations between therapists' behavioral traits and clinical effectiveness. |
| Approach: | They propose to extract linguistic features from crisis transcripts to analyze associations between therapist verbal behaviors and perceived genuine concern. |
| Outcome: | The proposed method could be used to automate real-time feedback to crisis counselors about clients' perceptions of the therapeutic relationship. |
HumVI: A Multilingual Dataset for Detecting Violent Incidents Impacting Humanitarian Aid (2024.findings-emnlp)
Copied to clipboard
Hemank Lamba, Anton Abilov, Ke Zhang, Elizabeth Olson, Henry Dambanemuya, João Bárcia, David Batista, Christina Wille, Aoife Cahill, Joel Tetreault, Alejandro Jaimes
| Challenge: | Humanitarian organizations can analyze data to discover trends, gather aggregated insights, manage security risks, and inform advocacy and funding proposals. |
| Approach: | They present a dataset comprising news articles in three languages containing instances of different types of violent incidents categorized by the humanitarian sector they impact. |
| Outcome: | The proposed framework can be used to identify violent incidents and identify their impact on humanitarian operations. |