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Survey of Hallucination in Natural Language Generation
Ji, Ziwei, Lee, Nayeon, Frieske, Rita, Yu, Tiezheng, Su, Dan, Xu, Yan, Ishii, Etsuko, Bang, Ye Jin, Madotto, Andrea, Fung, Pascale
Published in ACM computing surveys (31.12.2023)
Published in ACM computing surveys (31.12.2023)
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Journal Article
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
Liu, Pengfei, Yuan, Weizhe, Fu, Jinlan, Jiang, Zhengbao, Hayashi, Hiroaki, Neubig, Graham
Published in ACM computing surveys (30.09.2023)
Published in ACM computing surveys (30.09.2023)
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Journal Article
Diffusion Models: A Comprehensive Survey of Methods and Applications
Yang, Ling, Zhang, Zhilong, Song, Yang, Hong, Shenda, Xu, Runsheng, Zhao, Yue, Zhang, Wentao, Cui, Bin, Yang, Ming-Hsuan
Published in ACM computing surveys (30.04.2024)
Published in ACM computing surveys (30.04.2024)
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Journal Article
Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey
Min, Bonan, Ross, Hayley, Sulem, Elior, Veyseh, Amir Pouran Ben, Nguyen, Thien Huu, Sainz, Oscar, Agirre, Eneko, Heintz, Ilana, Roth, Dan
Published in ACM computing surveys (29.02.2024)
Published in ACM computing surveys (29.02.2024)
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Journal Article
A Survey on Bias and Fairness in Machine Learning
Mehrabi, Ninareh, Morstatter, Fred, Saxena, Nripsuta, Lerman, Kristina, Galstyan, Aram
Published in ACM computing surveys (31.07.2022)
Published in ACM computing surveys (31.07.2022)
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Journal Article
Graph Neural Networks in Recommender Systems: A Survey
Wu, Shiwen, Sun, Fei, Zhang, Wentao, Xie, Xu, Cui, Bin
Published in ACM computing surveys (01.06.2023)
Published in ACM computing surveys (01.06.2023)
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Journal Article
A Survey of Deep Active Learning
Ren, Pengzhen, Xiao, Yun, Chang, Xiaojun, Huang, Po-Yao, Li, Zhihui, Gupta, Brij B., Chen, Xiaojiang, Wang, Xin
Published in ACM computing surveys (31.12.2022)
Published in ACM computing surveys (31.12.2022)
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Journal Article
Explainable AI (XAI): Core Ideas, Techniques, and Solutions
Dwivedi, Rudresh, Dave, Devam, Naik, Het, Singhal, Smiti, Omer, Rana, Patel, Pankesh, Qian, Bin, Wen, Zhenyu, Shah, Tejal, Morgan, Graham, Ranjan, Rajiv
Published in ACM computing surveys (30.09.2023)
Published in ACM computing surveys (30.09.2023)
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Journal Article
Deep Learning for Anomaly Detection: A Review
Pang, Guansong, Shen, Chunhua, Cao, Longbing, Hengel, Anton Van Den
Published in ACM computing surveys (31.03.2022)
Published in ACM computing surveys (31.03.2022)
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Journal Article
Transformers in Vision: A Survey
Khan, Salman, Naseer, Muzammal, Hayat, Munawar, Zamir, Syed Waqas, Khan, Fahad Shahbaz, Shah, Mubarak
Published in ACM computing surveys (31.01.2022)
Published in ACM computing surveys (31.01.2022)
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Journal Article
Efficient Transformers: A Survey
Tay, Yi, Dehghani, Mostafa, Bahri, Dara, Metzler, Donald
Published in ACM computing surveys (30.06.2023)
Published in ACM computing surveys (30.06.2023)
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Journal Article
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities
Song, Yisheng, Wang, Ting, Cai, Puyu, Mondal, Subrota K., Sahoo, Jyoti Prakash
Published in ACM computing surveys (31.12.2023)
Published in ACM computing surveys (31.12.2023)
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Journal Article
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI
Nauta, Meike, Trienes, Jan, Pathak, Shreyasi, Nguyen, Elisa, Peters, Michelle, Schmitt, Yasmin, Schlötterer, Jörg, van Keulen, Maurice, Seifert, Christin
Published in ACM computing surveys (31.12.2023)
Published in ACM computing surveys (31.12.2023)
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Journal Article
Heterogeneous Federated Learning: State-of-the-art and Research Challenges
Ye, Mang, Fang, Xiuwen, Du, Bo, Yuen, Pong C., Tao, Dacheng
Published in ACM computing surveys (31.03.2024)
Published in ACM computing surveys (31.03.2024)
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Journal Article
Tackling Climate Change with Machine Learning
Rolnick, David, Donti, Priya L., Kaack, Lynn H., Kochanski, Kelly, Lacoste, Alexandre, Sankaran, Kris, Ross, Andrew Slavin, Milojevic-Dupont, Nikola, Jaques, Natasha, Waldman-Brown, Anna, Luccioni, Alexandra Sasha, Maharaj, Tegan, Sherwin, Evan D., Mukkavilli, S. Karthik, Kording, Konrad P., Gomes, Carla P., Ng, Andrew Y., Hassabis, Demis, Platt, John C., Creutzig, Felix, Chayes, Jennifer, Bengio, Yoshua
Published in ACM computing surveys (28.02.2023)
Published in ACM computing surveys (28.02.2023)
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Journal Article
A Review on Outlier/Anomaly Detection in Time Series Data
Blázquez-García, Ane, Conde, Angel, Mori, Usue, Lozano, Jose A.
Published in ACM computing surveys (01.04.2022)
Published in ACM computing surveys (01.04.2022)
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Journal Article
Reinforcement Learning in Healthcare: A Survey
Yu, Chao, Liu, Jiming, Nemati, Shamim, Yin, Guosheng
Published in ACM computing surveys (01.01.2023)
Published in ACM computing surveys (01.01.2023)
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Journal Article