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01/08/2023
The State of Human-centered NLP Technology for Fact-checking
Misinformation threatens modern society by promoting distrust in science...
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10/06/2022
InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples
In this paper, we present InferES - an original corpus for Natural Langu...
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08/10/2022
Paraphrasing, textual entailment, and semantic similarity above word level
This dissertation explores the linguistic and computational aspects of t...
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06/29/2022
longhorns at DADC 2022: How many linguists does it take to fool a Question Answering model? A systematic approach to adversarial attacks
Developing methods to adversarially challenge NLP systems is a promising...
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04/15/2022
Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection
Recent work has emphasized the importance of balancing competing objecti...
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04/11/2022
ProtoTEx: Explaining Model Decisions with Prototype Tensors
We present ProtoTEx, a novel white-box NLP classification architecture b...
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06/03/2021
Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children's mindreading ability
In this paper we implement and compare 7 different data augmentation str...
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11/16/2020