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DNN-based language models perform excellently on various tasks, but even SOTA LLMs are susceptible to textual adversarial attacks. Adversarial texts play crucial roles in multiple subfields of NLP. However, current research has the following issues.
Externí odkaz:
http://arxiv.org/abs/2412.12478
Language models based on deep neural networks are vulnerable to textual adversarial attacks. While rich-resource languages like English are receiving focused attention, Tibetan, a cross-border language, is gradually being studied due to its abundant
Externí odkaz:
http://arxiv.org/abs/2412.02371
Publikováno v:
Companion Proceedings of the ACM Web Conference 2024
In social media, neural network models have been applied to hate speech detection, sentiment analysis, etc., but neural network models are susceptible to adversarial attacks. For instance, in a text classification task, the attacker elaborately intro
Externí odkaz:
http://arxiv.org/abs/2412.02343
Publikováno v:
Proceedings of the 3rd Workshop on Trustworthy Natural Language Processing (TrustNLP 2023)
The textual adversarial attack refers to an attack method in which the attacker adds imperceptible perturbations to the original texts by elaborate design so that the NLP (natural language processing) model produces false judgments. This method is al
Externí odkaz:
http://arxiv.org/abs/2412.02323
Autor:
Hao Wang, Yongbin Yu, Nyima Tashi, Rinchen Dongrub, Ekong Favour, Mengwei Ai, Kalzang Gyatso, Yong Cuo, Qun Nuo
Publikováno v:
Communications in Computer and Information Science ISBN: 9789811979590
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2dd6a07d4ca69e76dfe195c414944523
https://doi.org/10.1007/978-981-19-7960-6_6
https://doi.org/10.1007/978-981-19-7960-6_6
Akademický článek
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Publikováno v:
Journal of Computer Science & Technology (10009000); Oct2020, Vol. 35 Issue 5, p1115-1126, 12p
Publikováno v:
Advances in Intelligent and Soft Computing ISBN: 9783642283130
The author has been engaging in the research of Tibetan language information processing techniques, and has presided over the development of CDMA 450M network-based Tibetan mobile phone and vehicle phone, as well as smart mobile phone Tibetan softwar
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b985103623c3c5f834ed6dd372037416
https://doi.org/10.1007/978-3-642-28314-7_34
https://doi.org/10.1007/978-3-642-28314-7_34
Publikováno v:
Advances in Intelligent and Soft Computing ISBN: 9783642256639
The author has been engaging in the research of Tibetan language information processing techniques, and has presided over the development of CDMA 450M network-based Tibetan mobile phone and car phone[1],[5], as well as smart mobile phone Tibetan soft
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8648386f47f2dd66d3069c327d07c586
https://doi.org/10.1007/978-3-642-25664-6_10
https://doi.org/10.1007/978-3-642-25664-6_10
Publikováno v:
2009 International Conference on Communications, Circuits and Systems.
On the basis of researching Chinese character code conversion mode in Windows system and Tibetan coding standard, the paper puts forward the model that implementing system level conversion between the two Tibetan coding systems, namely, Information T
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::97bca7bee7ec513b97d459b95e661062
https://doi.org/10.1109/icccas.2009.5250443
https://doi.org/10.1109/icccas.2009.5250443