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05/22/2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes
Many real-world applications require making multiple predictions from th...
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04/04/2023
Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning
Recently, self-supervised learning (SSL) was shown to be vulnerable to p...
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07/02/2022
FRAME: Evaluating Simulatability Metrics for Free-Text Rationales
Free-text rationales aim to explain neural language model (LM) behavior ...
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03/03/2022
Understanding Failure Modes of Self-Supervised Learning
Self-supervised learning methods have shown impressive results in downst...
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12/16/2021
UniREx: A Unified Learning Framework for Language Model Rationale Extraction
An extractive rationale explains a language model's (LM's) prediction on...
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01/06/2021