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06/24/2023
UAlberta at SemEval-2023 Task 1: Context Augmentation and Translation for Multilingual Visual Word Sense Disambiguation
We describe the systems of the University of Alberta team for the SemEva...
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05/29/2023
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework
Textual adversarial attacks can discover models' weaknesses by adding se...
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05/22/2023
Interactive Natural Language Processing
Interactive Natural Language Processing (iNLP) has emerged as a novel pa...
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10/28/2022
RoChBert: Towards Robust BERT Fine-tuning for Chinese
Despite of the superb performance on a wide range of tasks, pre-trained ...
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10/21/2022
Text Editing as Imitation Game
Text editing, such as grammatical error correction, arises naturally fro...
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09/10/2021
Counterfactual Adversarial Learning with Representation Interpolation
Deep learning models exhibit a preference for statistical fitting over l...
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06/12/2021
Incorporating External POS Tagger for Punctuation Restoration
Punctuation restoration is an important post-processing step in automati...
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09/26/2020
Recurrent Inference in Text Editing
In neural text editing, prevalent sequence-to-sequence based approaches ...
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03/14/2020