Word
#NeuralNetwork#Embeddings#Analysis#NLP#ACL
Issue Date: 2017-12-30 Skip-Gram – Zipf + Uniform = Vector Additivity, Gittens+, ACL17 Comment解説スライド：http://www.lr.pi.titech.ac.jp/~haseshun/acl2017suzukake/slides/09.pdfEmbeddingの加法構成性（e.g. man+royal=king）を理論的に理由づけ （解説スライドより） ... #NeuralNetwork#Embeddings#NLP#NeurIPS
Issue Date: 2017-12-29 Poincare Embeddings for Learning Hierarchical Representations, Nickel+, NIPS17 Comment解説: http://tech-blog.abeja.asia/entry/poincare-embeddings 解説スライド：https://speakerdeck.com/eumesy/poincare-embeddings-for-learning-hierarchical-represe・ ... #Article#Embeddings#Library#Repository
Issue Date: 2024-12-28 floret, explosion, 2021 Commentfasttextを拡張したもの。本家fasttextがアーカイブ化してしまったので、代替手段に良さそう。元ポスト:https://x.com/fukkaa1225/status/1872222983772938551?s=46&t=Y6UuIHB0Lv0IpmFAjlc2-Q ...
Issue Date: 2017-12-30 Skip-Gram – Zipf + Uniform = Vector Additivity, Gittens+, ACL17 Comment解説スライド：http://www.lr.pi.titech.ac.jp/~haseshun/acl2017suzukake/slides/09.pdfEmbeddingの加法構成性（e.g. man+royal=king）を理論的に理由づけ （解説スライドより） ... #NeuralNetwork#Embeddings#NLP#NeurIPS
Issue Date: 2017-12-29 Poincare Embeddings for Learning Hierarchical Representations, Nickel+, NIPS17 Comment解説: http://tech-blog.abeja.asia/entry/poincare-embeddings 解説スライド：https://speakerdeck.com/eumesy/poincare-embeddings-for-learning-hierarchical-represe・ ... #Article#Embeddings#Library#Repository
Issue Date: 2024-12-28 floret, explosion, 2021 Commentfasttextを拡張したもの。本家fasttextがアーカイブ化してしまったので、代替手段に良さそう。元ポスト:https://x.com/fukkaa1225/status/1872222983772938551?s=46&t=Y6UuIHB0Lv0IpmFAjlc2-Q ...
#Article#NeuralNetwork#Embeddings#NLP#STS (SemanticTextualSimilarity)
Issue Date: 2024-11-20 Zipf 白色化：タイプとトークンの区別がもたらす良質な埋め込み空間と損失関数, Sho Yokoi, 2024.11 Comment元論文: [Yokoi, Bao, Kurita, Shimodaira, “Zipfian Whitening,” NeurIPS 2024. ](https://arxiv.org/abs/2411.00680)The word embedding space in neural models ...
Issue Date: 2024-11-20 Zipf 白色化：タイプとトークンの区別がもたらす良質な埋め込み空間と損失関数, Sho Yokoi, 2024.11 Comment元論文: [Yokoi, Bao, Kurita, Shimodaira, “Zipfian Whitening,” NeurIPS 2024. ](https://arxiv.org/abs/2411.00680)The word embedding space in neural models ...