MASKER: Masked Keyword Regularization for Reliable Text Classification

AAAI Conference on Artificial Intelligence (AAAI), 2020

17 December 2020

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Papers citing "MASKER: Masked Keyword Regularization for Reliable Text Classification"

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Title
The Efficiency of Pre-training with Objective Masking in Pseudo Labeling for Semi-Supervised Text Classification Arezoo Hatefi Xuan-Son Vu Monowar Bhuyan Frank Drewes VLM 156 0 0 10 May 2025
Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference ModelsInterspeech (Interspeech), 2023 H. Yang Sseung-won Hwang Jungmin So 121 0 0 28 Oct 2024
MASKDROID: Robust Android Malware Detection with Masked Graph RepresentationsInternational Conference on Automated Software Engineering (ASE), 2024 Jingnan Zheng Jiaohao Liu An Zhang Jun Zeng Ziqi Yang Zhenkai Liang Tat-Seng Chua AAML 97 5 0 29 Sep 2024
Learning Shortcuts: On the Misleading Promise of NLU in Language Models Geetanjali Bihani Julia Taylor Rayz 138 4 0 17 Jan 2024
TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification Rui Song Fausto Giunchiglia Yingji Li Mingjie Tian Hao Xu OOD 112 5 0 25 Dec 2023
RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training Jaehyung Kim Yuning Mao Rui Hou Hanchao Yu Davis Liang Pascale Fung Qifan Wang Fuli Feng Lifu Huang Madian Khabsa AAML 129 4 0 07 Dec 2023
BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 D. Roussinov Serge Sharoff 89 2 0 27 Nov 2023
SOUL: Towards Sentiment and Opinion Understanding of LanguageConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yue Deng Wenxuan Zhang Sinno Jialin Pan Lidong Bing LRM 108 3 0 27 Oct 2023
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLPConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sungmin Cho Hyunsoo Cho Sang-Woo Lee Junyeob Kim Choonghyun Park Sang-goo Lee Kang Min Yoo Taeuk Kim VLM OOD 134 1 0 23 Oct 2023
Improving the Reusability of Pre-trained Language Models in Real-world ApplicationsIEEE International Conference on Information Reuse and Integration (IRI), 2023 Somayeh Ghanbarzadeh Hamid Palangi Yan-ping Huang R. C. Moreno Hamed Khanpour 101 0 0 19 Jul 2023
Randomized Smoothing with Masked Inference for Adversarially Robust Text ClassificationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Han Cheol Moon Shafiq Joty Ruochen Zhao Megh Thakkar Xu Chi AAML 138 18 0 11 May 2023
Bag of Tricks for In-Distribution Calibration of Pretrained TransformersFindings (Findings), 2023 Jaeyoung Kim Dongbin Na Sungchul Choi Sungbin Lim VLM 104 7 0 13 Feb 2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning Hyunsoo Cho Choonghyun Park Junyeop Kim Sungmin Cho Kang Min Yoo Sang-goo Lee OODD 188 3 0 27 Jan 2023
Discovering and Mitigating Visual Biases through Keyword ExplanationComputer Vision and Pattern Recognition (CVPR), 2023 Younghyun Kim Sangwoo Mo Minkyu Kim Kyungmin Lee Jaeho Lee Jinwoo Shin 274 43 0 26 Jan 2023
Continuously Reliable Detection of New-Normal Misinformation: Semantic Masking and Contrastive Smoothing in High-Density Latent Regions Abhijit Suprem J. Ferreira C. Pu AAML 138 1 0 19 Jan 2023
Breaking the Spurious Causality of Conditional Generation via Fairness Intervention with Corrective Sampling J. Nam Sangwoo Mo Jaeho Lee Jinwoo Shin 177 7 0 05 Dec 2022
Robustifying Sentiment Classification by Maximally Exploiting Few CounterfactualsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Maarten De Raedt Fréderic Godin Chris Develder Thomas Demeester 98 1 0 21 Oct 2022
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer EnsembleConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hyunsoo Cho Choonghyun Park Jaewoo Kang Kang Min Yoo Taeuk Kim Sang-goo Lee OODD 152 9 0 20 Oct 2022
Pseudo-OOD training for robust language models Dhanasekar Sundararaman Nikhil Mehta Lawrence Carin 104 0 0 17 Oct 2022
Time Is MattEr: Temporal Self-supervision for Video TransformersInternational Conference on Machine Learning (ICML), 2022 Sukmin Yun Jaehyung Kim Dongyoon Han Hwanjun Song Jung-Woo Ha Jinwoo Shin ViT 97 14 0 19 Jul 2022
Task-guided Disentangled Tuning for Pretrained Language ModelsFindings (Findings), 2022 Jiali Zeng Yu Jiang Shuangzhi Wu Yongjing Yin Mu Li DRL 199 3 0 22 Mar 2022
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision Dongha Lee Dongmin Hyun Jiawei Han Hwanjo Yu OOD 123 1 0 24 Nov 2021
Object-aware Contrastive Learning for Debiased Scene RepresentationNeural Information Processing Systems (NeurIPS), 2021 Sangwoo Mo H. Kang Kihyuk Sohn Chun-Liang Li Jinwoo Shin SSL OCL 210 54 0 30 Jul 2021