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06/21/2023
Limits for Learning with Language Models
With the advent of large language models (LLMs), the trend in NLP has be...
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12/21/2022
Analyzing Semantic Faithfulness of Language Models via Input Intervention on Conversational Question Answering
Transformer-based language models have been shown to be highly effective...
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06/05/2020
Pick-Object-Attack: Type-Specific Adversarial Attack for Object Detection
Many recent studies have shown that deep neural models are vulnerable to...
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08/03/2019
Invariance-based Adversarial Attack on Neural Machine Translation Systems
Recently, NLP models have been shown to be susceptible to adversarial at...
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06/11/2019
Mimic and Fool: A Task Agnostic Adversarial Attack
At present, adversarial attacks are designed in a task-specific fashion....
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08/27/2018
A Limitation of V-Matrix based Methods
To estimate the conditional probability functions based on the direct pr...
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08/20/2018