├── README.md └── “达观杯”文本智能处理挑战赛 └── 达观杯十强分享汇总ppt.pdf /README.md: -------------------------------------------------------------------------------- 1 | # NLP_competitions 2 | A list of NLP competitions, including solutions. 3 | 4 | **Keep Updating**. 5 | 6 | 7 | 8 | # Text Classification 9 | 10 | ## 2019 11 | 12 | 1. [**互联网新闻情感分析**](https://www.datafountain.cn/competitions/350) 13 | 14 | > (Rank 01) [CCF BDCI 2019 互联网新闻情感分析 复赛top1解决方案](https://github.com/cxy229/BDCI2019-SENTIMENT-CLASSIFICATION) 15 | > 16 | > (Rank 08) [CCF BDCI 2019 互联网新闻情感分析 复赛top8 代码](https://github.com/zhanlaoban/CCF_BDCI_2019_datafountain350) 17 | > 18 | > (Rank 初赛A榜4/2735, 复赛1%) [TextClassify](https://github.com/linhaow/TextClassify) 19 | > 20 | > (Baseline) [CCF-BDCI-Sentiment-Analysis-Baseline](https://github.com/guoday/CCF-BDCI-Sentiment-Analysis-Baseline) 21 | 22 | 2. [**智源&计算所-互联网虚假新闻检测挑战赛**](https://www.biendata.com/competition/falsenews/) 23 | 24 | > (Rank 01)[基于BERT和CNN的多模型虚假新闻分类](https://www.biendata.com/models/category/3529/L_notebook/) 25 | 26 | 27 | ## 2018 28 | 29 | 1. [**"达观杯"文本智能处理挑战赛**]([https://www.dcjingsai.com/common/cmpt/%E2%80%9C%E8%BE%BE%E8%A7%82%E6%9D%AF%E2%80%9D%E6%96%87%E6%9C%AC%E6%99%BA%E8%83%BD%E5%A4%84%E7%90%86%E6%8C%91%E6%88%98%E8%B5%9B_%E8%B5%9B%E4%BD%93%E4%B8%8E%E6%95%B0%E6%8D%AE.html](https://www.dcjingsai.com/common/cmpt/"达观杯"文本智能处理挑战赛_赛体与数据.html)) 30 | 31 | > [TOP10 答辩PPT 汇总](https://github.com/zhanlaoban/NLP_competitions/blob/master/%E2%80%9C%E8%BE%BE%E8%A7%82%E6%9D%AF%E2%80%9D%E6%96%87%E6%9C%AC%E6%99%BA%E8%83%BD%E5%A4%84%E7%90%86%E6%8C%91%E6%88%98%E8%B5%9B/%E8%BE%BE%E8%A7%82%E6%9D%AF%E5%8D%81%E5%BC%BA%E5%88%86%E4%BA%AB%E6%B1%87%E6%80%BBppt.pdf) 32 | > 33 | > (Rank 01) [2018-DC-“达观杯”文本智能处理挑战赛：冠军 (1st/3131)](https://github.com/ShawnyXiao/2018-DC-DataGrand-TextIntelProcess)，作者没有开源相关代码，只有模型介绍的PPT 34 | > 35 | > (Rank 02) [Github](https://github.com/CortexFoundation/-) stacking融合 36 | > 37 | > (Rank 04)[“达观杯”挑战赛：单模型带你上前10](https://zhuanlan.zhihu.com/p/52461173), [Github(仅一个单模型代码)](https://github.com/yuquanle/2018-daguan-competition-rank4) 38 | > 39 | > (Rank 08) [Github](https://github.com/Rowchen/Text-classifier) 40 | > 41 | > (Rank 10)[“达观杯”文本分类挑战赛Top10经验分享](https://zhuanlan.zhihu.com/p/45391378), [Github](https://github.com/moneyDboat/data_grand) 概率等权重融合 42 | > 43 | > (Rank 11) **DaGuan_TextClassification_Rank11** [Github](https://github.com/TianyuZhuuu/DaGuan_TextClassification_Rank11) stacking融合 44 | > 45 | > (Rank 18) **daguan-classify-2018** [Github](https://github.com/nlpjoe/daguan-classify-2018) stacking融合 46 | > 47 | > (Rank Unknow) **TextClassificationImplement** [Github](https://github.com/MLjian/TextClassificationImplement) lda/lsa/doc2vec三种特征进行特征融合 48 | > 49 | > (Rank Unknow) **datagrand-text-classification** [Github](https://github.com/Genpeng/datagrand-text-classification) 好像没有提到融合 50 | > 51 | > (Rank Unknow) **daguan** [Github](https://github.com/yanqiangmiffy/daguan) 好像没有提到融合 52 | 53 | 54 | 55 | # NER 56 | 57 | ## 2020 58 | 59 | 1. [第二届海南大数据创新应用大赛 - 智能算法赛](https://tianchi.aliyun.com/competition/entrance/231771/introduction) 60 | 61 | 62 | 63 | ## 2019 64 | 65 | 1. [**互联网金融新实体发现**](https://www.datafountain.cn/competitions/361) 66 | 67 | > (Rank 01) https://mp.weixin.qq.com/s/SgkQB7t0j2_kqHeotspHBQ 68 | > 69 | > (Rank 02) https://zhuanlan.zhihu.com/p/100884995 70 | > 71 | > (Rank 04) https://github.com/rebornZH/2019-CCF-BDCI-NLP 72 | > 73 | > (Rank 07) https://github.com/houking-can/BDCI2019-NER 74 | > 75 | > (Rank 09) https://github.com/gaozhanfire/CCF-BDCI2019_Entity_Discovery 76 | 77 | 78 | 79 | # Text Extraction 80 | 81 | ## 2019 82 | 83 | 1. [**"达观杯"文本智能信息抽取挑战赛**](https://biendata.com/competition/datagrand/data/?source=zhihu) 84 | 85 | > (Rank 07) [Github](https://github.com/cdjasonj/datagrand) 86 | 87 | 88 | 89 | # Textual Adversarial Examples 90 | 91 | 1. [**基于Adversarial Attack的问题等价性判别比赛**](https://www.biendata.com/competition/2019diac/)(白盒攻击) 92 | 93 | > (Rank 01) [2019DIAC 第一名方案分享](https://www.biendata.com/models/category/3870/L_notebook/) 94 | > 95 | > (Rank 02) [2019DIAC 第二名方案分享](https://www.biendata.com/models/category/3881/L_notebook/) 96 | > 97 | > (Rank 04) [2019DIAC 第四名方案分享](https://www.biendata.com/models/category/3768/L_notebook/) 98 | > 99 | > (Rank 05) [2019DIAC 第五名方案分享](https://www.biendata.com/models/category/3894/L_notebook/) 100 | > 101 | > (Rank 06) [2019DIAC 第六名方案分享](https://www.biendata.com/models/category/3800/L_notebook/) 102 | > 103 | > https://github.com/WenRichard/DIAC2019-Adversarial-Attack-Share 104 | 105 | 2. [安全AI挑战者计划第一期 - 人脸识别对抗](https://tianchi.aliyun.com/competition/entrance/231745/information)(黑盒攻击，属于CV领域) 106 | 107 | 3. [AI安全对抗赛](https://aistudio.baidu.com/aistudio/competition/detail/15)(部分黑盒，部分白盒，属于CV领域) 108 | 109 | 4. [IJCAI-19 阿里巴巴人工智能对抗算法竞赛](https://tianchi.aliyun.com/competition/entrance/231701/information?spm=a2c22.12473841.1291824.1.42a571ae35Z6al) 110 | 111 | 5. [Machine Can See 2018 图像对抗攻击大赛心得](https://cloud.tencent.com/developer/article/1166761) 112 | 113 | 6. 清华朱军 NIPS 2017对抗样本攻防竞赛总结 114 | 115 | > https://cloud.tencent.com/developer/article/1146716 116 | > 117 | > https://blog.csdn.net/Scythe666/article/details/84786834 118 | 119 | 7. 【Tool】[AdvBox](https://github.com/advboxes/AdvBox) 120 | 121 | 122 | 123 | # Text Matching 124 | 125 | -------------------------------------------------------------------------------- /“达观杯”文本智能处理挑战赛/达观杯十强分享汇总ppt.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/zhanlaoban/NLP_competitions/aa398eb6905f0f1ed449c949dd0bd68413f4f8bb/“达观杯”文本智能处理挑战赛/达观杯十强分享汇总ppt.pdf --------------------------------------------------------------------------------