Results 31 to 40 of about 200,479 (292)

Technical Report on Shared Task in DialDoc21 [PDF]

Proceedings of the 1st Workshop on Document-grounded Dialogue and Conversational Question Answering (DialDoc 2021), 2021
We participate in the DialDoc Shared Task sub-task 1 (Knowledge Identification). The task requires identifying the grounding knowledge in form of a document span for the next dialogue turn. We employ two well-known pre-trained language models (RoBERTa and ELECTRA) to identify candidate document spans and propose a metric-based ensemble method for span ...
Jiapeng Li 0006, Mingda Li 0001, Longxuan Ma, Weinan Zhang 0003, Ting Liu 0001   +4 more
openaire   +1 more source

Scaling up community-delivered mental health support and care: A landscape analysis

Frontiers in Public Health, 2022
IntroductionThe mental health crisis has caused widespread suffering and has been further exacerbated by the COVID-19 pandemic. Marginalized groups are especially affected, with many concerns rooted in social determinants of mental health.
Saher Siddiqui, Angelika Morris, Daniel J. Ikeda, Satchit Balsari, Satchit Balsari, Laura Blanke, Miriam Pearsall, Roxanna Rodriguez, Shekhar Saxena, Benjamin F. Miller, Benjamin F. Miller, Vikram Patel, Vikram Patel, John A. Naslund   +13 more
doaj   +1 more source

Task Adaptive Parameter Sharing for Multi-Task Learning

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Adapting pre-trained models with broad capabilities has become standard practice for learning a wide range of downstream tasks. The typical approach of fine-tuning different models for each task is performant, but incurs a substantial memory cost. To efficiently learn multiple downstream tasks we introduce Task Adaptive Parameter Sharing (TAPS), a ...
Matthew Wallingford, Hao Li, Alessandro Achille, Avinash Ravichandran, Charless C. Fowlkes, Rahul Bhotika, Stefano Soatto   +6 more
openaire   +2 more sources

Scaling Up Patient-Centered Psychological Treatments for Perinatal Depression in the Wake of a Global Pandemic

Frontiers in Psychiatry, 2022
There is a call to action to reduce the public health burden of perinatal depression worldwide. The COVID-19 pandemic has further highlighted significant gaps in perinatal mental health care, especially among women who identify as Black, Indigenous ...
Daisy R. Singla, Daisy R. Singla, Daisy R. Singla, Samantha Meltzer-Brody, Katarina Savel, Richard K. Silver   +5 more
doaj   +1 more source

The acquisition of a shared task model [PDF]

, 1996
The process of the acquisition of an agreed, shared task model as a means to structure interaction between expert users and knowledge engineers is described. The role existing (generic) task models play in this process is illustrated for two domains of application, both domains requiring diagnostic reasoning.
Frances M. T. Brazier, Jan Treur, Niek J. E. Wijngaards   +2 more
openaire   +2 more sources

The Friendship Bench as a brief psychological intervention with peer support in rural Zimbabwean women: a mixed methods pilot evaluation

Cambridge Prisms: Global Mental Health, 2021
Background There is a large treatment gap for common mental disorders in rural areas of low-income countries. We tested the Friendship Bench as a brief psychological intervention delivered by village health workers (VHWs) in rural Zimbabwe.
Shamiso Fernando, Tim Brown, Kavita Datta, Dzivaidzo Chidhanguro, Naume V. Tavengwa, Jaya Chandna, Epiphania Munetsi, Lloyd Dzapasi, Chandiwana Nyachowe, Batsirai Mutasa, Bernard Chasekwa, Robert Ntozini, Dixon Chibanda, Andrew J. Prendergast   +13 more
doaj   +1 more source

South Carolina Human Trafficking Task Force newsletter

, 2020
This quarterly newsletter is released by the South Carolina Human Trafficking Task Force. As South Carolina's anti-human trafficking movement continues to grow, the State Task Force designed this newsletter to promote information sharing and ...
South Carolina Human Trafficking Task Force
core   +3 more sources

The FEVER2.0 Shared Task [PDF]

Proceedings of the Second Workshop on Fact Extraction and VERification (FEVER), 2019
We present the results of the second Fact Extraction and VERification (FEVER2.0) Shared Task. The task challenged participants to both build systems to verify factoid claims using evidence retrieved from Wikipedia and to generate adversarial attacks against other participant’s systems.
James Thorne, Andreas Vlachos, Oana Cocarascu, Christos Christodoulopoulos, Arpit Mittal   +4 more
openaire   +1 more source

Task sharing: situation analysis about capacity and resources for management of diabetic retinopathy in Pakistan [PDF]

International Journal of Ophthalmology, 2019
AIM: To assess the capacity and resources of eye care facilities, using the WHO Health Systems Framework, to manage diabetic retinopathy (DR) through task sharing.
Mufarriq Shah, Ayesha Noor, C Alex Harper, Jill Elizabeth Keeffe   +3 more
doaj   +1 more source

Living Six Hours Away from Mental Health Specialists: Enabling Access to Psychosocial Mental Health Services Through the Implementation of Problem Management Plus Delivered by Community Health Workers in Rural Chiapas, Mexico

Intervention Journal of Mental Health and Psychosocial Support in Conflict Affected Areas, 2021
Living with a mental health condition in rural Chiapas, the southernmost state of Mexico, where adversity, poverty and health in accessibility prevail, make it challenging to reach for mental health services since they are mostly centralised in urban ...
Fatima G Rodriguez-Cuevas, Erika S Valtierra-Gutiérrez, Juana L Roblero-Castro, Carolina Guzmán-Roblero   +3 more
doaj   +1 more source