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06/01/2023
Examining the Causal Effect of First Names on Language Models: The Case of Social Commonsense Reasoning
As language models continue to be integrated into applications of person...
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11/24/2022
PyTAIL: Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data
Online data streams make training machine learning models hard because o...
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06/01/2022
What Changed? Investigating Debiasing Methods using Causal Mediation Analysis
Previous work has examined how debiasing language models affect downstre...
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05/23/2022
What should I Ask: A Knowledge-driven Approach for Follow-up Questions Generation in Conversational Surveys
Conversational surveys, where an agent asks open-ended questions through...
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09/10/2021
WikiCSSH: Extracting and Evaluating Computer Science Subject Headings from Wikipedia
Hierarchical domain-specific classification schemas (or subject heading ...
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06/02/2020
An Empirical Methodology for Detecting and Prioritizing Needs during Crisis Events
In times of crisis, identifying the essential needs is a crucial step to...
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09/05/2019
REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning
Popular metrics used for evaluating image captioning systems, such as BL...
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09/04/2019