---
title: "ACM Computing Surveys 2022 — papers — Elamur Research"
description: "ACM Computing Surveys 2022 — papers: 2 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/acm-computing-surveys/2022/"
---
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# ACM Computing Surveys 2022 — papers

The works of ACM Computing Surveys published in 2022 that our library holds (publisher: Association for Computing Machinery): 2 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**284** works that year](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2022/#works) · [**6,000** citations of these works](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2022/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Survey of Hallucination in Natural Language Generation](https://md.research.elamur.ai/free/en/papers/ji-2022-survey-hallucination-natural-language-generation/)**Ziwei Ji, Nayeon Lee, Rita Frieske et al.*4,745 citations · our summary*
2. **[Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing](https://md.research.elamur.ai/free/en/papers/liu-2021-pre-train-prompt-predict-systematic/)**Pengfei Liu, Weizhe Yuan, Jinlan Fu et al.*4,309 citations · our summary*
3. **[Transformers in Vision: A Survey ↗](https://doi.org/10.1145/3505244)**Salman Hameed Khan, Muzammal Naseer, Munawar Hayat et al.*3,536 citations*
4. **[Explainable AI (XAI): Core Ideas, Techniques, and Solutions ↗](https://doi.org/10.1145/3561048)**Rudresh Dwivedi, Devam Dave, Het Naik et al.*1,365 citations*
5. **[Graph Neural Networks in Recommender Systems: A Survey ↗](https://doi.org/10.1145/3535101)**Shiwen Wu, Fei Sun, Wentao Zhang et al.*1,326 citations*
6. **[Efficient Transformers: A Survey](https://md.research.elamur.ai/free/en/papers/tay-2020-efficient-transformers-survey/)**Yi Tay, Mostafa Dehghani, Dara Bahri et al.*1,235 citations · our summary*
7. **[Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems ↗](https://doi.org/10.1145/3514228)**Jared Willard, Xiaowei Jia, Shaoming Xu et al.*878 citations*
8. **[Federated Learning for Smart Healthcare: A Survey ↗](https://doi.org/10.1145/3501296)**Dinh C. Nguyen, Quoc‐Viet Pham, Pubudu Nishantha Pathirana et al.*805 citations*
9. **[Trustworthy Artificial Intelligence: A Review ↗](https://doi.org/10.1145/3491209)**Davinder Kaur, Süleyman Uslu, Kaley J. Rittichier et al.*691 citations*
10. **[Challenges in Deploying Machine Learning: A Survey of Case Studies ↗](https://doi.org/10.1145/3533378)**Andrei Paleyes, Raoul-Gabriel Urma, Neil David Lawrence*626 citations*

## All works of the year (284)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. **[Survey of Hallucination in Natural Language Generation](https://md.research.elamur.ai/free/en/papers/ji-2022-survey-hallucination-natural-language-generation/)**Ziwei Ji, Nayeon Lee, Rita Frieske et al.*4,745 citations · our summary*
2. **[Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing](https://md.research.elamur.ai/free/en/papers/liu-2021-pre-train-prompt-predict-systematic/)**Pengfei Liu, Weizhe Yuan, Jinlan Fu et al.*4,309 citations · our summary*
3. **[Transformers in Vision: A Survey ↗](https://doi.org/10.1145/3505244)**Salman Hameed Khan, Muzammal Naseer, Munawar Hayat et al.*3,536 citations*
4. **[Explainable AI (XAI): Core Ideas, Techniques, and Solutions ↗](https://doi.org/10.1145/3561048)**Rudresh Dwivedi, Devam Dave, Het Naik et al.*1,365 citations*
5. **[Graph Neural Networks in Recommender Systems: A Survey ↗](https://doi.org/10.1145/3535101)**Shiwen Wu, Fei Sun, Wentao Zhang et al.*1,326 citations*
6. **[Efficient Transformers: A Survey](https://md.research.elamur.ai/free/en/papers/tay-2020-efficient-transformers-survey/)**Yi Tay, Mostafa Dehghani, Dara Bahri et al.*1,235 citations · our summary*
7. **[Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems ↗](https://doi.org/10.1145/3514228)**Jared Willard, Xiaowei Jia, Shaoming Xu et al.*878 citations*
8. **[Federated Learning for Smart Healthcare: A Survey ↗](https://doi.org/10.1145/3501296)**Dinh C. Nguyen, Quoc‐Viet Pham, Pubudu Nishantha Pathirana et al.*805 citations*
9. **[Trustworthy Artificial Intelligence: A Review ↗](https://doi.org/10.1145/3491209)**Davinder Kaur, Süleyman Uslu, Kaley J. Rittichier et al.*691 citations*
10. **[Challenges in Deploying Machine Learning: A Survey of Case Studies ↗](https://doi.org/10.1145/3533378)**Andrei Paleyes, Raoul-Gabriel Urma, Neil David Lawrence*626 citations*
11. **[Trustworthy AI: From Principles to Practices ↗](https://doi.org/10.1145/3555803)**Bo Li, Peng Qi, Bo Liu et al.*591 citations*
12. **[A Review on Fairness in Machine Learning ↗](https://doi.org/10.1145/3494672)**Dana Pessach, Erez Shmueli*579 citations*
13. **[Membership Inference Attacks on Machine Learning: A Survey ↗](https://doi.org/10.1145/3523273)**Hongsheng Hu, Zoran A. Salcic, Lichao Sun et al.*564 citations*
14. **[Edge Computing with Artificial Intelligence: A Machine Learning Perspective ↗](https://doi.org/10.1145/3555802)**Haochen Hua, Yutong Li, Tonghe Wang et al.*563 citations*
15. **[Reinforcement Learning based Recommender Systems: A Survey ↗](https://doi.org/10.1145/3543846)**M. Mehdi Afsar, Trafford Crump, Behrouz H. Far*502 citations*
16. **[EEG Based Emotion Recognition: A Tutorial and Review ↗](https://doi.org/10.1145/3524499)**Xiang Li, Yazhou Zhang, Prayag Tiwari et al.*495 citations*
17. **[Knowledge Tracing: A Survey ↗](https://doi.org/10.1145/3569576)**Ghodai M. Abdelrahman, Qing Wang, Bernardo Pereira Nunes*468 citations*
18. **[A Survey on Data Augmentation for Text Classification ↗](https://doi.org/10.1145/3544558)**Markus Bayer, Marc–André Kaufhold, Christian Reuter*425 citations*
19. **[Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks ↗](https://doi.org/10.1145/3510413)**Claudio Filipi Gonçalves dos Santos, João Paulo Papa*415 citations*
20. **[Edge-computing-driven Internet of Things: A Survey ↗](https://doi.org/10.1145/3555308)**Linghe Kong, Jinlin Tan, Junqin Huang et al.*396 citations*
21. **[Deep Learning for Time Series Forecasting: Tutorial and Literature Survey ↗](https://doi.org/10.1145/3533382)**Konstantinos Benidis, Syama Sundar Rangapuram, Valentín Flunkert et al.*371 citations*
22. **[AI in Finance: Challenges, Techniques, and Opportunities ↗](https://doi.org/10.1145/3502289)**Longbing Cao*366 citations*
23. **[Fuzzing: A Survey for Roadmap ↗](https://doi.org/10.1145/3512345)**Xiaogang Zhu, Sheng Wen, Seyit Ahmet Camtepe et al.*334 citations*
24. **[Generative Adversarial Networks in Time Series: A Systematic Literature Review ↗](https://doi.org/10.1145/3559540)**Eoin Brophy, Zhengwei Wang, Qi She et al.*333 citations*
25. **[AUC Maximization in the Era of Big Data and AI: A Survey ↗](https://doi.org/10.1145/3554729)**Tianbao Yang, Yiming Ying*323 citations*

[See all 284 papers in ACM Computing Surveys 2022 — papers →](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2022/papers/)

## Works with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. **[Survey of Hallucination in Natural Language Generation](https://md.research.elamur.ai/free/en/papers/ji-2022-survey-hallucination-natural-language-generation/) [ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/)**Ziwei Ji, Nayeon Lee, Rita Frieske, et al.*2022 · 5,957 citations*
2. **[A Survey of Implicit Discourse Relation Recognition](https://md.research.elamur.ai/free/en/papers/xiang-2022-survey-implicit-discourse-relation-recognition/) [ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/)**Wei Xiang, Bang Wang*2022 · 43 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Discourse analysis (1)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Text generation (1)](https://md.research.elamur.ai/free/en/topics/text-generation/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Andrea Madotto**1 work here · 5,957 citations](https://md.research.elamur.ai/free/en/authors/andrea-madotto/) · [🧑‍🔬**Dan Su**1 work here · 5,957 citations](https://md.research.elamur.ai/free/en/authors/dan-su/) · [🧑‍🔬**Etsuko Ishii**1 work here · 5,957 citations](https://md.research.elamur.ai/free/en/authors/etsuko-ishii/) · [🧑‍🔬**Nayeon Lee**1 work here · 5,957 citations](https://md.research.elamur.ai/free/en/authors/nayeon-lee/) · [🧑‍🔬**Tiezheng Yu**1 work here · 5,957 citations](https://md.research.elamur.ai/free/en/authors/tiezheng-yu/) · [🧑‍🔬**Wenliang Dai**1 work here · 5,957 citations](https://md.research.elamur.ai/free/en/authors/wenliang-dai/) · [🧑‍🔬**Yan Xu**1 work here · 5,957 citations](https://md.research.elamur.ai/free/en/authors/yan-xu/) · [🧑‍🔬**Yejin Bang**1 work here · 5,957 citations](https://md.research.elamur.ai/free/en/authors/yejin-bang/) · [🧑‍🔬**Ziwei Ji**1 work here · 5,957 citations](https://md.research.elamur.ai/free/en/authors/ziwei-ji/) · [🧑‍🔬**Bang Wang**1 work here · 43 citations](https://md.research.elamur.ai/free/en/authors/bang-wang/) · [🧑‍🔬**Wei Xiang**1 work here · 43 citations](https://md.research.elamur.ai/free/en/authors/wei-xiang/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Hong Kong University of Science and Technology** Hong Kong · China 1 work here](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/) · [🎓**Huazhong University of Science and Technology** Wuhan · China 1 work here](https://md.research.elamur.ai/free/en/universities/huazhong-university-of-science-and-technology/)

works and citations from OpenAlex and our library.

- [← previous ACM Computing Surveys 2021](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2021/)
- [next → ACM Computing Surveys 2023](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2023/)
- [↑ back to ACM Computing Surveys](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/)