Finding Syntax with Structural Probes If you simply ask a deep neural network to learn what typical English sentences look like by reading all of Wikipedia, what does it learn about the English language? Human languages, numerical machines In human languages, the meaning of a sentence is constructed by composing small chunks of words together with each other, obtaining successively larger chunks w

SocialSent: Domain-Specific Sentiment Lexicons for Computational Social Science William L. Hamilton,   Kevin Clark,   Jure Leskovec,   Dan Jurafsky The word soft may evoke positive connotations of warmth and cuddliness in many contexts, but calling a hockey player soft would be an insult. If you were to say something was terrific in the 1800s, this would probably imply that it was terrifying and a

２０１９年5月12日 -- 新バージョン -- 重複排除, もう少しきれい JESCは、機械翻訳、情報抽出及びその他の言語処理技術の研究開発をサポートするために構築されました。 JESCは、スタンフォード大学、グーグルブレイン、RITの共同研究開発による成果であり 、インターネット上からクロールされた映i画とTV番組の字幕データを日英対応させることで構築されています。JESCは、自由に利用できる日英対訳コーパスの中で最大規模のコーパスであり、既存のコーパスではあまり扱われてこなかった口語の対訳も対象しています。 このデータセットを作るために使われたスクリプト、ツール、及びクローラーは、ここからダウンロードすることができます。 このデータはクリエイティブ・コモンズ (CC) ライセンスの下で提供されています。 280万文から構成される大規模対訳コーパス。 俗語、口語、説明文、物語解説の対訳。

5/12/2019 -- new version -- de-duplicated and slightly cleaner JESC aims to support the research and development of machine translation systems, information extraction, and other language processing techniques. JESC is the product of a collaboration between Stanford University, Google Brain, and Rakuten Institute of Technology. It was created by crawling the internet for movie and tv subtitles and

Deep Learning for Natural Language Processing (without Magic) A tutorial given at NAACL HLT 2013. Based on an earlier tutorial given at ACL 2012 by Richard Socher, Yoshua Bengio, and Christopher Manning. By Richard Socher and Christopher Manning Slides NAACL2013-Socher-Manning-DeepLearning.pdf (24MB) - 205 slides. Abstract Machine learning is everywhere in today's NLP, but by and large machine lea

This is the companion website for the following book. Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008. You can order this book at CUP, at your local bookstore or on the internet. The best search term to use is the ISBN: 0521865719. The book aims to provide a modern approach to information retrieval from a compu

This is the companion website for the following book. Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008. You can order this book at CUP, at your local bookstore or on the internet. The best search term to use is the ISBN: 0521865719. The book aims to provide a modern approach to information retrieval from a compu