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08/28/2023
Challenges of GPT-3-based Conversational Agents for Healthcare
The potential to provide patients with faster information access while a...
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10/29/2022
A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing
We review the state of research on empathy in natural language processin...
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10/27/2022
Nearest Neighbor Language Models for Stylistic Controllable Generation
Recent language modeling performance has been greatly improved by the us...
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10/26/2022
Unifying Data Perspectivism and Personalization: An Application to Social Norms
Instead of using a single ground truth for language processing tasks, se...
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08/18/2022
Understanding Interpersonal Conflict Types and their Impact on Perception Classification
Studies on interpersonal conflict have a long history and contain many s...
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05/15/2022
Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy
Large pre-trained neural language models have supported the effectivenes...
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10/15/2021
Modeling Proficiency with Implicit User Representations
We introduce the problem of proficiency modeling: Given a user's posts o...
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06/24/2021
Exploring Self-Identified Counseling Expertise in Online Support Forums
A growing number of people engage in online health forums, making it imp...
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11/11/2020
Exploring the Value of Personalized Word Embeddings
In this paper, we introduce personalized word embeddings, and examine th...
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10/06/2020
Compositional Demographic Word Embeddings
Word embeddings are usually derived from corpora containing text from ma...
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09/29/2020
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation
Many NLP applications, such as biomedical data and technical support, ha...
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07/07/2020
Expressive Interviewing: A Conversational System for Coping with COVID-19
The ongoing COVID-19 pandemic has raised concerns for many regarding per...
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04/25/2019