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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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08/08/2023
OpinionConv: Conversational Product Search with Grounded Opinions
When searching for products, the opinions of others play an important ro...
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06/01/2023
CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification
The class imbalance problem can cause machine learning models to produce...
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01/13/2023
Multilingual Detection of Check-Worthy Claims using World Languages and Adapter Fusion
Check-worthiness detection is the task of identifying claims, worthy to ...
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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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09/05/2022
How Much User Context Do We Need? Privacy by Design in Mental Health NLP Application
Clinical NLP tasks such as mental health assessment from text, must take...
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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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04/28/2022
Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph
Medical diagnosis is the process of making a prediction of the disease a...
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04/16/2022
Investigating User Radicalization: A Novel Dataset for Identifying Fine-Grained Temporal Shifts in Opinion
There is an increasing need for the ability to model fine-grained opinio...
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03/05/2022
The Impact of Differential Privacy on Group Disparity Mitigation
The performance cost of differential privacy has, for some applications,...
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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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10/08/2021