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09/05/2023
Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI
Artificial Intelligence (AI) is currently spearheaded by machine learnin...
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12/19/2022
Multi-View Knowledge Distillation from Crowd Annotations for Out-of-Domain Generalization
Selecting an effective training signal for tasks in natural language pro...
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10/25/2022
Revisiting Softmax for Uncertainty Approximation in Text Classification
Uncertainty approximation in text classification is an important area wi...
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10/24/2022
Modeling Information Change in Science Communication with Semantically Matched Paraphrases
Whether the media faithfully communicate scientific information has long...
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03/24/2022
Generating Scientific Claims for Zero-Shot Scientific Fact Checking
Automated scientific fact checking is difficult due to the complexity of...
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08/30/2021
Semi-Supervised Exaggeration Detection of Health Science Press Releases
Public trust in science depends on honest and factual communication of s...
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05/23/2021
CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding
Scientific document understanding is challenging as the data is highly d...
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12/10/2020
Longitudinal Citation Prediction using Temporal Graph Neural Networks
Citation count prediction is the task of predicting the number of citati...
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09/17/2020
Generating Label Cohesive and Well-Formed Adversarial Claims
Adversarial attacks reveal important vulnerabilities and flaws of traine...
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09/16/2020
Transformer Based Multi-Source Domain Adaptation
In practical machine learning settings, the data on which a model must m...
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03/05/2020
Fact Check-Worthiness Detection as Positive Unlabelled Learning
A critical component of automatically combating misinformation is the de...
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10/07/2018