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个人简介
Her research in artificial intelligence (AI) and natural language processing (NLP) focuses on innovative solutions at the intersection of computer science and formal linguistics in several areas, e.g., machine translation, cyber-aware language processing, summarization, and cross-language information retrieval. Much of her past, current, and future research focuses on issues concerning: (a) brittleness of multilingual systems; (b) hybrid (neural-symbolic) systems to improve accuracy and robustness of large-scale processing; and (c) “explainability” amidst ever-increasing numbers of black-box machine-learning (ML) variants, especially in the era of large language models (LLMs).
Her recent research focuses on cyber-event extraction and natural language understanding for detecting attacks, discerning intentions of attackers, thwarting social engineering attacks, detecting stances and other indicators of influence campaigns, and building generalized models that are inherently interpretable.
Her recent research focuses on cyber-event extraction and natural language understanding for detecting attacks, discerning intentions of attackers, thwarting social engineering attacks, detecting stances and other indicators of influence campaigns, and building generalized models that are inherently interpretable.
研究兴趣
论文共 392 篇作者统计合作学者相似作者
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arxiv(2024)
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Proceedings of the AAAI Symposium Seriesno. 1 (2024): 340-348
NLDB (2023): 379-390
Eval4NLPpp.85-99, (2023)
CoRR (2023)
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Pranath Reddy Kumbam, Sohaib Uddin Syed, Prashanth Thamminedi, Suhas Harish,Ian Perera,Bonnie J. Dorr
CoRR (2023)
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作者统计
#Papers: 392
#Citation: 13441
H-Index: 45
G-Index: 100
Sociability: 7
Diversity: 1
Activity: 1
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