Machine Unlearning in Generative AI: A Survey
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Published in arXiv.org (30.07.2024)
Published in arXiv.org (30.07.2024)
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Towards Safer Large Language Models through Machine Unlearning
Liu, Zheyuan, Dou, Guangyao, Tan, Zhaoxuan, Tian, Yijun, Jiang, Meng
Published in arXiv.org (05.06.2024)
Published in arXiv.org (05.06.2024)
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KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding
Feng, Shangbin, Tan, Zhaoxuan, Zhang, Wenqian, Lei, Zhenyu, Tsvetkov, Yulia
Published in arXiv.org (14.05.2023)
Published in arXiv.org (14.05.2023)
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CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts
Zeng, Qingkai, Bai, Yuyang, Tan, Zhaoxuan, Wu, Zhenyu, Feng, Shangbin, Jiang, Meng
Year of Publication 16.08.2024
Year of Publication 16.08.2024
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Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples
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Published in arXiv.org (25.07.2024)
Published in arXiv.org (25.07.2024)
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DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection
Wan, Herun, Feng, Shangbin, Tan, Zhaoxuan, Wang, Heng, Tsvetkov, Yulia, Luo, Minnan
Published in arXiv.org (05.07.2024)
Published in arXiv.org (05.07.2024)
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What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection
Feng, Shangbin, Wan, Herun, Wang, Ningnan, Tan, Zhaoxuan, Luo, Minnan, Tsvetkov, Yulia
Published in arXiv.org (04.07.2024)
Published in arXiv.org (04.07.2024)
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Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models
Ding, Wenxuan, Feng, Shangbin, Liu, Yuhan, Tan, Zhaoxuan, Balachandran, Vidhisha, He, Tianxing, Tsvetkov, Yulia
Published in arXiv.org (25.06.2024)
Published in arXiv.org (25.06.2024)
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Can LLM Graph Reasoning Generalize beyond Pattern Memorization?
Zhang, Yizhuo, Wang, Heng, Feng, Shangbin, Tan, Zhaoxuan, Han, Xiaochuang, He, Tianxing, Tsvetkov, Yulia
Published in arXiv.org (23.06.2024)
Published in arXiv.org (23.06.2024)
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Large Language Models Can Self-Correct with Minimal Effort
Wu, Zhenyu, Zeng, Qingkai, Zhang, Zhihan, Tan, Zhaoxuan, Shen, Chao, Jiang, Meng
Published in arXiv.org (23.06.2024)
Published in arXiv.org (23.06.2024)
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KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models
Bai, Yuyang, Feng, Shangbin, Balachandran, Vidhisha, Tan, Zhaoxuan, Lou, Shiqi, He, Tianxing, Tsvetkov, Yulia
Published in arXiv.org (23.03.2024)
Published in arXiv.org (23.03.2024)
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Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning
Tan, Zhaoxuan, Zeng, Qingkai, Tian, Yijun, Liu, Zheyuan, Yin, Bing, Jiang, Meng
Published in arXiv.org (06.02.2024)
Published in arXiv.org (06.02.2024)
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LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot Detection
Cai, Zijian, Tan, Zhaoxuan, Lei, Zhenyu, Zhu, Zifeng, Wang, Hongrui, Zheng, Qinghua, Luo, Minnan
Published in arXiv.org (03.01.2024)
Published in arXiv.org (03.01.2024)
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Can Language Models Solve Graph Problems in Natural Language?
Wang, Heng, Feng, Shangbin, He, Tianxing, Tan, Zhaoxuan, Han, Xiaochuang, Tsvetkov, Yulia
Published in arXiv.org (30.10.2023)
Published in arXiv.org (30.10.2023)
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Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks
Wang, Heng, Zhang, Wenqian, Bai, Yuyang, Tan, Zhaoxuan, Feng, Shangbin, Zheng, Qinghua, Luo, Minnan
Published in arXiv.org (26.10.2023)
Published in arXiv.org (26.10.2023)
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GADY: Unsupervised Anomaly Detection on Dynamic Graphs
Lou, Shiqi, Zhang, Qingyue, Yang, Shujie, Tian, Yuyang, Tan, Zhaoxuan, Luo, Minnan
Published in arXiv.org (25.10.2023)
Published in arXiv.org (25.10.2023)
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BotPercent: Estimating Bot Populations in Twitter Communities
Tan, Zhaoxuan, Feng, Shangbin, Sclar, Melanie, Wan, Herun, Luo, Minnan, Choi, Yejin, Tsvetkov, Yulia
Published in arXiv.org (19.10.2023)
Published in arXiv.org (19.10.2023)
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Heterogeneity-aware Twitter Bot Detection with Relational Graph Transformers
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