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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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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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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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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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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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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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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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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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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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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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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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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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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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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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Knowledge Graphs
Hogan, Aidan, Blomqvist, Eva, Cochez, Michael, D’amato, Claudia, Melo, Gerard De, Gutierrez, Claudio, Kirrane, Sabrina, Gayo, José Emilio Labra, Navigli, Roberto, Neumaier, Sebastian, Ngomo, Axel-Cyrille Ngonga, Polleres, Axel, Rashid, Sabbir M., Rula, Anisa, Schmelzeisen, Lukas, Sequeda, Juan, Staab, Steffen, Zimmermann, Antoine
Published in ACM computing surveys (01.07.2021)
Published in ACM computing surveys (01.07.2021)
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Deep Learning-based Human Pose Estimation: A Survey
Zheng, Ce, Wu, Wenhan, Chen, Chen, Yang, Taojiannan, Zhu, Sijie, Shen, Ju, Kehtarnavaz, Nasser, Shah, Mubarak
Published in ACM computing surveys (01.01.2024)
Published in ACM computing surveys (01.01.2024)
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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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