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03/15/2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence
Typical fact verification models use retrieved written evidence to verif...
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02/17/2021
Few-shot Conformal Prediction with Auxiliary Tasks
We develop a novel approach to conformal prediction when the target task...
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07/06/2020
Relaxed Conformal Prediction Cascades for Efficient Inference Over Many Labels
Providing a small set of promising candidates in place of a single predi...
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01/14/2020
Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning
Word embeddings, i.e., low-dimensional vector representations such as Gl...
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09/30/2019
Automatic Fact-guided Sentence Modification
Online encyclopediae like Wikipedia contain large amounts of text that n...
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08/26/2019
Are We Safe Yet? The Limitations of Distributional Features for Fake News Detection
Automatic detection of fake news — texts that are deceitful and misleadi...
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08/14/2019
Towards Debiasing Fact Verification Models
Fact verification requires validating a claim in the context of evidence...
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02/25/2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing
We introduce a novel method for multilingual transfer that utilizes deep...
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11/17/2016