Github及Quora大神整理分享100篇NLP领域经典的论文,从1992年到如今,只管年月久远跨度较大,但许多方法和模式在NLP领域至今都在沿用。原文无文件下载链接,小编给大家下载打包好(见文末)。由于头条限制英文内容原因,这里只给出几大论文偏向。
Clustering & Word Embeddings 聚类和词向量Language Modeling 语言模型Segmentation, Tagging, Parsing 语法分析,句法分析Sequential Labeling & Information Extraction 序列标志,信息抽取Machine Learning 机械学习Topic Models 主题模型Machine Translation & Transliteration, Sequence-to-Sequence Models机械翻译,seq2seq模型Automatic Text Summarization文本摘要Generation, Reinforcement Learning文本生成和强化学习Neural Models神经网络模型Xiang Zhang, Junbo Zhao, and Yann LeCun: Character-level Convolutional Networks for Text Classification, NIPS 2015.Relative errors with comparison models资源下载地址:https://github.com/nuass/100-nlp-papers/blob/patch-1/resouce参考原文:https://github.com/mhagiwara/100-nlp-papers。
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