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05/22/2023
Towards Dialogue Systems with Agency in Human-AI Collaboration Tasks
Agency, the capacity to proactively shape events, is crucial to how huma...
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05/04/2023
Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction
A proven therapeutic technique to overcome negative thoughts is to repla...
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12/17/2022
Increasing Physical Layer Security through Hyperchaos in VLC Systems
Visible Light Communication (VLC) systems have relatively higher securit...
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10/27/2022
Gendered Mental Health Stigma in Masked Language Models
Mental health stigma prevents many individuals from receiving the approp...
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03/28/2022
Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support
Advances in artificial intelligence (AI) are enabling systems that augme...
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01/19/2021
Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach
Online peer-to-peer support platforms enable conversations between milli...
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09/17/2020
A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support
Empathy is critical to successful mental health support. Empathy measure...
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06/20/2020
Embedding-based Retrieval in Facebook Search
Search in social networks such as Facebook poses different challenges th...
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04/16/2020
Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS
Executing machine learning (ML) pipelines on radiology images is hard du...
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12/18/2019
Data Services with Bindaas: RESTful Interfaces for Diverse Data Sources
The diversity of data management systems affords developers the luxury o...
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08/10/2019
DeepAISE -- An End-to-End Development and Deployment of a Recurrent Neural Survival Model for Early Prediction of Sepsis
Sepsis, a dysregulated immune system response to infection, is among the...
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05/26/2019
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer
Quantitative assessment of Tumor-TIL spatial relationships is increasing...
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04/24/2018
On-Demand Big Data Integration: A Hybrid ETL Approach for Reproducible Scientific Research
Scientific research requires access, analysis, and sharing of data that ...
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11/30/2017