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05/22/2023
G3Detector: General GPT-Generated Text Detector
The burgeoning progress in the field of Large Language Models (LLMs) her...
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05/19/2023
Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation
Modern NLP models are often trained over large untrusted datasets, raisi...
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02/08/2023
Training-free Lexical Backdoor Attacks on Language Models
Large-scale language models have achieved tremendous success across vari...
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09/19/2022
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks
Previous works have validated that text generation APIs can be stolen th...
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09/15/2022
Rethinking Round-trip Translation for Automatic Machine Translation Evaluation
A parallel corpus is generally required to automatically evaluate the tr...
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02/27/2022
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation
In this paper, we propose a variational autoencoder with disentanglement...
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12/05/2021
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark
Nowadays, due to the breakthrough in natural language generation (NLG), ...
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09/16/2021
Humanly Certifying Superhuman Classifiers
Estimating the performance of a machine learning system is a longstandin...
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08/29/2021
Beyond Model Extraction: Imitation Attack for Black-Box NLP APIs
Machine-learning-as-a-service (MLaaS) has attracted millions of users to...
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03/18/2021
Model Extraction and Adversarial Transferability, Your BERT is Vulnerable!
Natural language processing (NLP) tasks, ranging from text classificatio...
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09/14/2019
ALTER: Auxiliary Text Rewriting Tool for Natural Language Generation
In this paper, we describe ALTER, an auxiliary text rewriting tool that ...
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08/13/2018