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08/17/2023
Chinese Spelling Correction as Rephrasing Language Model
This paper studies Chinese Spelling Correction (CSC), which aims to dete...
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05/28/2023
Rethinking Masked Language Modeling for Chinese Spelling Correction
In this paper, we study Chinese Spelling Correction (CSC) as a joint dec...
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05/09/2023
Attack Named Entity Recognition by Entity Boundary Interference
Named Entity Recognition (NER) is a cornerstone NLP task while its robus...
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05/08/2023
Toward Adversarial Training on Contextualized Language Representation
Beyond the success story of adversarial training (AT) in the recent text...
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10/19/2022
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning
Multiple pre-training objectives fill the vacancy of the understanding c...
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09/12/2022
Semantic-Preserving Adversarial Code Comprehension
Based on the tremendous success of pre-trained language models (PrLMs) f...
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06/25/2022
Adversarial Self-Attention for Language Understanding
An ultimate language system aims at the high generalization and robustne...
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06/10/2022
Adversarial Counterfactual Environment Model Learning
A good model for action-effect prediction, named environment model, is i...
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04/10/2021
Not All Attention Is All You Need
Self-attention based models have achieved remarkable success in natural ...
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12/29/2020