Papers by Brent Kious
Logic-driven Indirect Supervision: An Application to Crisis Counseling (2023.acl-long)
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Mattia Medina Grespan, Meghan Broadbent, Xinyao Zhang, Katherine Axford, Brent Kious, Zac Imel, Vivek Srikumar
| Challenge: | Text-based crisis counseling services are increasingly adopted by people seeking confidential mental health support. |
| Approach: | They propose an inexpensive method that exploits declaratively stated structural dependencies between both levels of annotation to improve utterance modeling. |
| Outcome: | The proposed method improves utterance modeling by 3.5% over a strong multitask baseline. |