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https://github.com/mlnlp-world/top-ai-conferences-paper-with-code

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code
https://github.com/mlnlp-world/top-ai-conferences-paper-with-code

computer-vision deep-learning machine-learning mlnlp natural-language-processing pytorch tensorflow

Last synced: 3 days ago
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MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

Host: GitHub
URL: https://github.com/mlnlp-world/top-ai-conferences-paper-with-code
Owner: MLNLP-World
Created: 2020-06-27T07:58:07.000Z (over 4 years ago)
Default Branch: master
Last Pushed: 2022-10-18T10:43:07.000Z (about 2 years ago)
Last Synced: 2024-12-13T06:04:57.292Z (10 days ago)
Topics: computer-vision, deep-learning, machine-learning, mlnlp, natural-language-processing, pytorch, tensorflow
Homepage:
Size: 4.22 MB
Stars: 2,602
Watchers: 75
Forks: 603
Open Issues: 0
Metadata Files:
- Readme: README.md

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      Top-AI-Conferences-Paper-with-Code

  





  	

      

    

  

       

  	

  

       

  	

   	

       

  	

  	

       

  	

    

      

    

    




##  Motivation

This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with **open resource code**.

As we all know, it is very difficult for a paper to describe every implement detail within a limited number of pages. A work with open resource code offers us more information and makes it easier for us to reproduce and follow. We organized these papers for easy reference.

##  Updates

- **2022.10.13** update [COLING2022](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/COLING/2022/COLING2022.md)

- **2022.9.14** update [NAACL2022](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/NAACL/2022/NAACL2022.md)

- **2022.7.9** update [ACL2022](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ACL/2022/ACL2022.md)

- **2022.6.1** update [COLING2018](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/COLING/2018/COLING2018.md)

- **2022.5.8** update [ICML2020](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ICML/2020/ICML2020.md)

- **2022.4.28** update [EMNLP2021](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/EMNLP/2021/EMNLP2021.md)

- **2022.4.19** update [ICML2019](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ICML/2019/ICML2019.md)

- **2022.1.9** update [COLING2020](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/COLING/2020/COLING2020.md)

- **2022.1.4** update [ACL2021](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ACL/2021/ACL2021.md)

- **2021.12.27** update [IJCAI2021](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/IJCAI/2021/IJCAI2021.md)

##  Call for Contributions

Contributions are strongly welcomed and you are encouraged to submit issues and Pull Requests.

##  Supported Conferences 

| conferences |                                                              |                                                              |                                                              |      |      |      |      |

| ---------- | :----------------------------------------------------------: | :----------------------------------------------------------: | :----------------------------------------------------------: | :--: | :--: | :--: | :--: |

| ACL        | [2019](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ACL/2019/ACL2019.md) | [2020](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ACL/2020/ACL2020.md) | [2021](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ACL/2021/ACL2021.md) | [2022](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ACL/2022/ACL2022.md) | 2023 | 2024 | 2025 |

| EMNLP      | [2019](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/EMNLP/2019/EMNLP2019.md) | [2020](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/EMNLP/2020/EMNLP2020.md) | [2021](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/EMNLP/2021/EMNLP2021.md) | 2022 | 2023 | 2024 | 2025 |

| NAACL      | [2019](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/NAACL/2019/naacl-2019.md) | -                                                         | [2021](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/NAACL/2021/naacl-2021.md) |[2022](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/NAACL/2022/NAACL2022.md) | 2023 | 2024 | 2025 |

| COLING     | [2018](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/COLING/2018/COLING2018.md) | [2020](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/COLING/2020/COLING2020.md) | - | [2022](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/COLING/2022/COLING2022.md) | - | 2024 | - |

| AAAI       | [2019](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/AAAI/2019/AAAI2019.md) | [2020](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/AAAI/2020/AAAI2020.md) | [2021](https://github.com/MLNLP-World/NLP-Conferences-Code/blob/master/AAAI/2021/AAAI2021.md) | 2022 | 2023 | 2024 | 2025 |

| IJCAI      | [2019](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/IJCAI/2019/IJCAI2019.md) | [2020](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/IJCAI/2020/IJCAI2020.md) | [2021](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/IJCAI/2021/IJCAI2021.md) | 2022 | 2023 | 2024 | 2025 |

| ICLR       | 2019                                                         | 2020                                                         | 2021                                                         | 2022 | 2023 | 2024 | 2025 |

| NeurIPS    | [2019](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/NeurIPS/2019/NeurIPS2019.md) | [2020](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/NeurIPS/2020/NeurIPS2020.md) | [2021](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/NeurIPS/2021/NeurIPS2021.md) | 2022 | 2023 | 2024 | 2025 |

| ICML | [2019](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ICML/2019/ICML2019.md) | [2020](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ICML/2020/ICML2020.md) | 2021                                                         | 2022 | 2023 | 2024 | 2025 |

##  Disclaimer

Some results come from [DBLP](https://dblp.org/), [ACL](https://aclanthology.org/), [NIPS](https://papers.nips.cc/), [OpenReview](https://openreview.net/),  [paperwithcode](https://paperswithcode.com/), if this violates your copyright, you can contact us at any time, we will delete it as soon as possible, thank you:)

##  Contributor

Thanks to the contributors:

                                                                             

##  Acknowledgement

Special thanks to [Prof. Wanxiang Che](http://ir.hit.edu.cn/~car/english.htm) for his guidance and support!