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Textual backdoor attacks pose significant security threats.
Roberta: A robustly optimized bert pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907
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Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter
Victor Sanh, Lysandre Debut, Julien Chaumond, and Thomas Wolf. 2019 · 1910
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Computationally-efficient vision transformer for medical image semantic segmentation via dual pseudo-label supervision
Ziyang Wang, Nanqing Dong, and Irina Voiculescu. 2022a · 1965
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Electra: Pre-training text encoders as discriminators rather than generators
Kevin Clark, Minh-Thang Luong, Quoc V Le, and Christopher D Manning. 2020 · 2003
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Introduction to the conll-2003 shared task: Language-independent named entity recognition
Erik F. Tjong Kim Sang and Fien De Meulder. 2003 · 2003
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Learning word vectors for sentiment analysis
Andrew Maas, Raymond E Daly, Peter T Pham, Dan Huang, Andrew Y Ng, and Christopher Potts. 2011 · 2011
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Quantitative analysis of culture using millions of digitized books
Jean-Baptiste Michel, Yuan Kui Shen, Aviva Presser Aiden, Adrian Veres, Matthew K Gray, Google Books Team, Joseph P Pickett, Dale Hoiberg, Dan Clancy, Peter Norvig, et al. 2011 · 2011
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Syntactic annotations for the google books ngram corpus
Yuri Lin, Jean-Baptiste Michel, Erez Aiden Lieberman, Jon Orwant, Will Brockman, and Slav Petrov. 2012 · 2012
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Visualizing high-dimensional data: Advances in the past decade
Shusen Liu, Dan Maljovec, Bei Wang, Peer-Timo Bremer, and Valerio Pascucci. 2016 · 2016
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SQuAD: 100,000+ Questions for Machine Comprehension of Text
Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang. 2016 · 2016
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Identifying vulnerabilities in the machine learning model supply chain
T Gu, B Dolan-Gavitt, and SG BadNets. 2017 · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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A backdoor attack against lstm-based text classification systems
Jiazhu Dai, Chuanshuai Chen, and Yufeng Li. 2019 · 2019
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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Comprehensive evaluation of mal-api-2019 dataset by machine learning in malware detection
Zhenglin Li, Haibei Zhu, Houze Liu, Jintong Song, and Qishuo Cheng. 2024 · 2019
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Cuny-pku parser at semeval-2019 task 1: Cross-lingual semantic parsing with ucca
Weimin Lyu, Sheng Huang, Abdul Rafae Khan, Shengqiang Zhang, Weiwei Sun, and Jia Xu. 2019 · 2019
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Transfer learning for scientific data chain extraction in small chemical corpus with joint bert-crf model
Na Pang, Li Qian, Weimin Lyu, and Jin-Dong Yang. 2019 · 2019
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Weight poisoning attacks on pretrained models
Keita Kurita, Paul Michel, and Graham Neubig. 2020 · 2020
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Topogan: A topology-aware generative adversarial network
Fan Wang, Huidong Liu, Dimitris Samaras, and Chao Chen. 2020 · 2020
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T-miner: A generative approach to defend against trojan attacks on dnn-based text classification
Ahmadreza Azizi, Ibrahim Asadullah Tahmid, Asim Waheed, Neal Mangaokar, Jiameng Pu, Mobin Javed, Chandan K Reddy, and Bimal Viswanath. 2021 · 2021
Earlier work this paper cites.
Badnl: Backdoor attacks against nlp models with semantic-preserving improvements
Xiaoyi Chen, Ahmed Salem, Dingfan Chen, Michael Backes, Shiqing Ma, Qingni Shen, Zhonghai Wu, and Yang Zhang. 2021 · 2021
Cited alongside, same era.
Omnilytics: A blockchain-based secure data market for decentralized machine learning
Jiacheng Liang, Songze Li, Bochuan Cao, Wensi Jiang, and Chaoyang He. 2021 · 2021
Cited alongside, same era.
Onion: A simple and effective defense against textual backdoor attacks
Fanchao Qi, Yangyi Chen, Mukai Li, Yuan Yao, Zhiyuan Liu, and Maosong Sun. 2021a · 2021
Cited alongside, same era.
Mind the style of text! adversarial and backdoor attacks based on text style transfer
Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, and Maosong Sun. 2021b · 2021
Cited alongside, same era.
Topotxr: a topological biomarker for predicting treatment response in breast cancer
Fan Wang, Saarthak Kapse, Steven Liu, Prateek Prasanna, and Chao Chen. 2021 · 2021
Cited alongside, same era.
Bubble-wave-mitigation algorithm and transformer-based neural network demodulator for water-air optical camera communications
Maolin Li, Peng Ling, Shangsheng Wen, Xiandong Chen, and Fei Wen. 2023 · 2023
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Model extraction attacks revisited
Jiacheng Liang, Ren Pang, Changjiang Li, and Ting Wang. 2023 · 2023
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Backdoor attacks against transformers with attention enhancement
Weimin Lyu, Songzhu Zheng, Haibin Ling, and Chao Chen. 2023a · 2023
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Attention-enhancing backdoor attacks against bert-based models
Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, and Chao Chen. 2023b · 2023
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Backdoor cleansing with unlabeled data
Lu Pang, Tao Sun, Haibin Ling, and Chao Chen. 2023 · 2023
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Rap: Robustness-aware perturbations for defending against backdoor attacks on nlp models
Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, and Xu Sun. 2021b · 2021
Cited alongside, same era.
Distractor-aware fast tracking via dynamic convolutions and mot philosophy
Zikai Zhang, Bineng Zhong, Shengping Zhang, Zhenjun Tang, Xin Liu, and Zhaoxiang Zhang. 2021 · 2021
Cited alongside, same era.
A unified evaluation of textual backdoor learning: Frameworks and benchmarks
Ganqu Cui, Lifan Yuan, Bingxiang He, Yangyi Chen, Zhiyuan Liu, and Maosong Sun. 2022 · 2022
Cited alongside, same era.
Learning topological interactions for multi-class medical image segmentation
Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary Saltz, Tahsin Kurc, Joel Saltz, et al. 2022 · 2022
Cited alongside, same era.
A multimodal transformer: Fusing clinical notes with structured ehr data for interpretable in-hospital mortality prediction
Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fusheng Wang, and Chao Chen. 2022a · 2022
Cited alongside, same era.
A study of the attention abnormality in trojaned berts
Weimin Lyu, Songzhu Zheng, Tengfei Ma, and Chao Chen. 2022b · 2022
Cited alongside, same era.
Constrained optimization with dynamic bound-scaling for effective nlp backdoor defense
Guangyu Shen, Yingqi Liu, Guanhong Tao, Qiuling Xu, Zhuo Zhang, Shengwei An, Shiqing Ma, and Xiangyu Zhang. 2022 · 2022
Cited alongside, same era.
Saurabh Srivastava, Chengyue Huang, Weiguo Fan, and Ziyu Yao. 2023 · 2023
Later among the works it cites.
https://huggingface.co/datasets/squad_v2
Squad v2. 2023 · 2023
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Dual-contrastive dual-consistency dual-transformer: A semi-supervised approach to medical image segmentation
Ziyang Wang and Congying Ma. 2023 · 2023
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Bottrinet: A unified and efficient embedding for social bots detection via metric learning
Jun Wu, Xuesong Ye, and Yanyuet Man. 2023a · 2023
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Fineehr: Refine clinical note representations to improve mortality prediction
Jun Wu, Xuesong Ye, Chengjie Mou, and Weinan Dai. 2023c · 2023
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Enhanced e-commerce customer engagement: A comprehensive three-tiered recommendation system
Kexin Wu and Kun Chi. 2023 · 2023
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Byzantine-robust federated learning with variance reduction and differential privacy
Zikai Zhang and Rui Hu. 2023 · 2023
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Towards robust ranker for text retrieval
Yucheng Zhou, Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Guodong Long, Binxing Jiao, and Daxin Jiang. 2023 · 2023
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Please tell me more: Privacy impact of explainability through the lens of membership inference attack
Han Liu, Yuhao Wu, Zhiyuan Yu, and Ning Zhang. 2024 · 2024
Closest in time.
Next-generation artificial intelligence innovative applications of large language models and new methods
Wenpin Qian, Shuqian Du, Kun Chi, Huan Ji, and Kuo Wei. 2024 · 2024
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Scaling: plug-n-play device-free indoor tracking
Zongxing Xie and Fan Ye. 2024 · 2024
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Understanding survey paper taxonomy about large language models via graph representation learning
Jun Zhuang and Casey Kennington. 2024 · 2024
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Piccolo: Exposing complex backdoors in nlp transformer models
Yingqi Liu, Guangyu Shen, Guanhong Tao, Shengwei An, Shiqing Ma, and Xiangyu Zhang. 2022 · 2042
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Be careful about poisoned word embeddings: Exploring the vulnerability of the embedding layers in nlp models
Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, and Bin He. 2021a · 2058
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