{"id":13594782,"url":"https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code","last_synced_at":"2025-04-09T10:32:03.112Z","repository":{"id":37732097,"uuid":"275326451","full_name":"MLNLP-World/Top-AI-Conferences-Paper-with-Code","owner":"MLNLP-World","description":"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 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 \u003ch2 align=\"center\"\u003e\n    \u003cimg src=\"https://cdn.jsdelivr.net/gh/LightChen233/blog-img/ai.png\" width=\"30\" /\u003e\n      Top-AI-Conferences-Paper-with-Code\n  \u003c/h2\u003e\n\u003c/div\u003e\n\u003cp align=\"center\"\u003e\n  \t\u003ca href=\"https://img.shields.io/badge/version-v0.1.0-blue\"\u003e\n      \u003cimg alt=\"version\" src=\"https://img.shields.io/badge/version-v0.1.0-blue?color=FF8000?color=009922\" /\u003e\n    \u003c/a\u003e\n  \u003ca \u003e\n       \u003cimg alt=\"Status-building\" src=\"https://img.shields.io/badge/Status-building-blue\" /\u003e\n  \t\u003c/a\u003e\n  \u003ca \u003e\n       \u003cimg alt=\"PRs-Welcome\" src=\"https://img.shields.io/badge/PRs-Welcome-red\" /\u003e\n  \t\u003c/a\u003e\n   \t\u003ca href=\"https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/stargazers\"\u003e\n       \u003cimg alt=\"stars\" src=\"https://img.shields.io/github/stars/MLNLP-World/Top-AI-Conferences-Paper-with-Code\" /\u003e\n  \t\u003c/a\u003e\n  \t\u003ca href=\"https://github.com/MLNLP-World/Paper_Writing_Tips/network/members\"\u003e\n       \u003cimg alt=\"FORK\" src=\"https://img.shields.io/github/forks/MLNLP-World/Top-AI-Conferences-Paper-with-Code?color=FF8000\" /\u003e\n  \t\u003c/a\u003e\n    \u003ca href=\"https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/issues\"\u003e\n      \u003cimg alt=\"Issues\" src=\"https://img.shields.io/github/issues/MLNLP-World/Top-AI-Conferences-Paper-with-Code?color=0088ff\"/\u003e\n    \u003c/a\u003e\n    \u003cbr /\u003e\n\u003c/p\u003e\n\n## \u003cimg src=\"https://cdn.jsdelivr.net/gh/LightChen233/blog-img/motivation.png\" width=\"25\" /\u003e Motivation\n\nThis 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**.\n\nAs 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.\n\n## \u003cimg src=\"https://cdn.jsdelivr.net/gh/LightChen233/blog-img/notes.png\" width=\"25\" /\u003e Updates\n- **2022.10.13** update [COLING2022](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/COLING/2022/COLING2022.md)\n- **2022.9.14** update [NAACL2022](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/NAACL/2022/NAACL2022.md)\n- **2022.7.9** update [ACL2022](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ACL/2022/ACL2022.md)\n- **2022.6.1** update [COLING2018](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/COLING/2018/COLING2018.md)\n- **2022.5.8** update [ICML2020](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ICML/2020/ICML2020.md)\n- **2022.4.28** update [EMNLP2021](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/EMNLP/2021/EMNLP2021.md)\n- **2022.4.19** update [ICML2019](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ICML/2019/ICML2019.md)\n- **2022.1.9** update [COLING2020](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/COLING/2020/COLING2020.md)\n- **2022.1.4** update [ACL2021](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/ACL/2021/ACL2021.md)\n- **2021.12.27** update [IJCAI2021](https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code/blob/master/IJCAI/2021/IJCAI2021.md)\n\n## \u003cimg src=\"https://cdn.jsdelivr.net/gh/LightChen233/blog-img/intro.png\" width=\"25\" /\u003e Call for Contributions\n\nContributions are strongly welcomed and you are encouraged to submit issues and Pull Requests.\n\n## \u003cimg src=\"https://cdn.jsdelivr.net/gh/LightChen233/blog-img/folders.png\" width=\"25\" /\u003e Supported Conferences \n| conferences |                                                              |                                                              |                                                              |      |      |      |      |\n| ---------- | :----------------------------------------------------------: | :----------------------------------------------------------: | :----------------------------------------------------------: | :--: | :--: | :--: | :--: |\n| 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 |\n| 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 |\n| 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 |\n| 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 | - |\n| 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 |\n| 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 |\n| ICLR       | 2019                                                         | 2020                                                         | 2021                                                         | 2022 | 2023 | 2024 | 2025 |\n| 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 |\n| 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 |\n\n## \u003cimg src=\"https://cdn.jsdelivr.net/gh/LightChen233/blog-img/disclaimer2.png\" width=\"25\" /\u003e Disclaimer\n\nSome 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:)\n\n## \u003cimg src=\"https://cdn.jsdelivr.net/gh/LightChen233/blog-img/organizer.png\" width=\"25\" /\u003e Contributor\nThanks to the contributors:\n\n\u003ca href=\"https://github.com/yizhen20133868\"\u003e \u003cimg src=\"pics/profile/LiboQin.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/awake020\"\u003e \u003cimg src=\"pics/profile/FuxuanWei.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/Timothyxxx\"\u003e \u003cimg src=\"pics/profile/TianbaoXie.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/liucongg\"\u003e \u003cimg src=\"pics/profile/CongLiu.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/yqy2001\"\u003e \u003cimg src=\"pics/profile/QiyingYu.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/Aleafy\"\u003e \u003cimg src=\"pics/profile/YeFang.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/ClarifiedfishLee\"\u003e \u003cimg src=\"pics/profile/JieyuLi.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/Atream\"\u003e \u003cimg src=\"pics/profile/BoxinZhang.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/EcolesYee\"\u003e \u003cimg src=\"pics/profile/RuishenYi.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/having-salt\"\u003e \u003cimg src=\"pics/profile/ZihanQin.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/huybery\"\u003e \u003cimg src=\"pics/profile/BinyuanHui.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/fghccv\"\u003e \u003cimg src=\"pics/profile/ShiqiZhou.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"\"\u003e \u003cimg src=\"pics/profile/ChenyangDing.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/benmagnifico\"\u003e \u003cimg src=\"pics/profile/JingguangLi.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/kokolerk\"\u003e \u003cimg src=\"pics/profile/JiaqiWang.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/cs-wangfeng\"\u003e \u003cimg src=\"pics/profile/FengWang.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/LightChen233\"\u003e \u003cimg src=\"pics/profile/QiguangChen.png\"  width=\"80\" \u003e  \u003c/a\u003e\u003ca href=\"https://github.com/s1530129650\"\u003e \u003cimg src=\"pics/profile/EnshengShi.png\"  width=\"80\" \u003e  \u003c/a\u003e \u003ca href=\"https://github.com/chase6666\"\u003e \u003cimg src=\"pics/profile/KuoTian.png\"  width=\"80\" \u003e  \u003c/a\u003e\u003ca href=\"https://github.com/JoeYing1019\"\u003e \u003cimg src=\"pics/profile/ShijueHuang.jpg\"  width=\"80\" \u003e  \u003c/a\u003e\n\n\n\n## \u003cimg src=\"https://cdn.jsdelivr.net/gh/LightChen233/blog-img/heart.png\" width=\"25\" /\u003e Acknowledgement\n\nSpecial thanks to [Prof. Wanxiang Che](http://ir.hit.edu.cn/~car/english.htm) for his guidance and support!\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMLNLP-World%2FTop-AI-Conferences-Paper-with-Code","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FMLNLP-World%2FTop-AI-Conferences-Paper-with-Code","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMLNLP-World%2FTop-AI-Conferences-Paper-with-Code/lists"}