This book provides an overview of the recent advances in representation learning theory, algorithms, and applications for natural language processing (NLP), ranging from word embeddings to pre-trained language models. It is divided into four parts. Part I presents the representation learning techniques for multiple language entries, including words, sentences and documents, as well as pre-train…
Tak lama setelah kematian Arthur Sprague pada tahun 1968, teman-teman dan rekan akademisnya di Universitas Columbia memutuskan bahwa setidaknya sebagian dari karya yang telah dikerjakannya harus dipublikasikan. Karya ini terutama di bidang arsitektur Rusia dan perencanaan kota antara dua Perang Dunia, yang mungkin merupakan aspek gerakan modern yang paling tidak dapat diakses oleh para sarjana …
Outgrowth of a meeting of the "Altenberg 16" at the Konrad Lorenz Institute for Evolution and Cognition Research in Altenberg, Austria, in July 2008. Cf. pref.In this volume, 16 leading evolutionary biologists and philosophers of science survey the conceptual changes that have emerged since Huxley's landmark publication, not only in such traditional domains of evolutionary biology as quantitati…