set up awesome-llm-data; minor update for homepage

README.md

@@ -41,9 +41,10 @@ Welcome to join our [Slack channel](https://join.slack.com/t/data-juicer/shared_
 ----
 
 ## News
-- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [2024-01-10] Discover new horizons in "Data Mixture"—Our second data-centric LLM competition has kicked off! Please visit the competition's [official website](https://tianchi.aliyun.com/competition/entrance/532174) for more information.
-
-- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [2024-01-05] We release **Data-Juicer v0.1.3** now! 
+- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [2024-02-20] We have actively maintained an awesome list of LLM-Data, welcome to [visit](docs/awesome_llm_data.md) and contribute!
+- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [2024-02-05] Our paper has been accepted by SIGMOD'24 industrial track!
+- [2024-01-10] Discover new horizons in "Data Mixture"—Our second data-centric LLM competition has kicked off! Please visit the competition's [official website](https://tianchi.aliyun.com/competition/entrance/532174) for more information.
+- [2024-01-05] We release **Data-Juicer v0.1.3** now! 
 In this new version, we support **more Python versions** (3.7-3.10), and support **multimodal** dataset [converting](tools/multimodal/README.md)/[processing](docs/Operators.md) (Including texts, images, and audios. More modalities will be supported in the future).
 Besides, our paper is also updated to [v3](https://arxiv.org/abs/2309.02033).
 
@@ -308,6 +309,7 @@ docker exec -it <container_id> bash
   - [Postprocess](tools/postprocess/README.md) | [后处理](tools/postprocess/README_ZH.md)
 - [Third-parties (LLM Ecosystems)](thirdparty/README.md) | [第三方库（大语言模型生态）](thirdparty/README_ZH.md)
 - [API references](https://alibaba.github.io/data-juicer/)
+- [Awesome LLM-Data](docs/awesome_llm_data.md)
 
 ## Data Recipes
 - [Recipes for data process in BLOOM](configs/reproduced_bloom/README.md)
@@ -358,12 +360,10 @@ Data-Juicer thanks and refers to several community projects, such as
 ## References
 If you find our work useful for your research or development, please kindly cite the following [paper](https://arxiv.org/abs/2309.02033).
 ```
-@misc{chen2023datajuicer,
+@inproceedings{chen2024datajuicer,
 title={Data-Juicer: A One-Stop Data Processing System for Large Language Models},
 author={Daoyuan Chen and Yilun Huang and Zhijian Ma and Hesen Chen and Xuchen Pan and Ce Ge and Dawei Gao and Yuexiang Xie and Zhaoyang Liu and Jinyang Gao and Yaliang Li and Bolin Ding and Jingren Zhou},
-year={2023},
-eprint={2309.02033},
-archivePrefix={arXiv},
-primaryClass={cs.LG}
+  booktitle={International Conference on Management of Data},
+  year={2024}
 }
 ```

README_ZH.md

@@ -39,9 +39,11 @@ Data-Juicer 是一个一站式数据处理系统，旨在为大语言模型 (LLM
 ----
 
 ## 新消息
-- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [2024-01-10] 开启“数据混合”新视界——第二届Data-Juicer大模型数据挑战赛已经正式启动！立即访问[竞赛官网](https://tianchi.aliyun.com/competition/entrance/532174)，了解赛事详情。
+- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [2024-02-20] 我们在积极维护一份关于LLM-Data的精选列表，欢迎[访问](docs/awesome_llm_data.md)并参与贡献！
+- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [2024-02-05] 我们的论文被SIGMOD'24 industrial track接收！
+- [2024-01-10] 开启“数据混合”新视界——第二届Data-Juicer大模型数据挑战赛已经正式启动！立即访问[竞赛官网](https://tianchi.aliyun.com/competition/entrance/532174)，了解赛事详情。
 
-- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [2024-01-05] 现在，我们发布了 **Data-Juicer v0.1.3** 版本！ 
+-[2024-01-05] 现在，我们发布了 **Data-Juicer v0.1.3** 版本！ 
 在这个新版本中，我们支持了**更多Python版本**（3.7-3.10），同时支持了**多模态**数据集的[转换](tools/multimodal/README_ZH.md)和[处理](docs/Operators_ZH.md)（包括文本、图像和音频。更多模态也将会在之后支持）。
 此外，我们的论文也更新到了[第三版](https://arxiv.org/abs/2309.02033) 。
 
@@ -285,6 +287,8 @@ docker exec -it <container_id> bash
   * [Postprocess](tools/postprocess/README.md) | [后处理](tools/postprocess/README_ZH.md)
 * [Third-parties (LLM Ecosystems)](thirdparty/README.md) | [第三方库（大语言模型生态）](thirdparty/README_ZH.md)
 * [API references](https://alibaba.github.io/data-juicer/)
+* [Awesome LLM-Data](docs/awesome_llm_data.md)
+
 
 ## 数据处理菜谱
 
@@ -337,12 +341,10 @@ Data-Juicer 感谢并参考了社区开源项目：
 如果您发现我们的工作对您的研发有帮助，请引用以下[论文](https://arxiv.org/abs/2309.02033) 。
 
 ```
-@misc{chen2023datajuicer,
+@inproceedings{chen2024datajuicer,
 title={Data-Juicer: A One-Stop Data Processing System for Large Language Models},
 author={Daoyuan Chen and Yilun Huang and Zhijian Ma and Hesen Chen and Xuchen Pan and Ce Ge and Dawei Gao and Yuexiang Xie and Zhaoyang Liu and Jinyang Gao and Yaliang Li and Bolin Ding and Jingren Zhou},
-year={2023},
-eprint={2309.02033},
-archivePrefix={arXiv},
-primaryClass={cs.LG}
+  booktitle={International Conference on Management of Data},
+  year={2024}
 }
 ```