Neural Vector Conceptualization for Word Vector Space Interpretation

Neural Vector Conceptualization for Word Vector Space Interpretation

2 April 2019

Robert Schwarzenberg

Papers citing "Neural Vector Conceptualization for Word Vector Space Interpretation"

11 / 11 papers shown

Title
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell Pia Sommerauer Antske Fokkens 45 29 0 05 Sep 2018
Imparting Interpretability to Word Embeddings while Preserving Semantic Structure Lutfi Kerem Senel Ihsan Utlu Furkan Şahinuç H. Ozaktas Aykut Kocc 56 14 0 19 Jul 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 206 11,549 0 15 Feb 2018
Semantic Structure and Interpretability of Word Embeddings Lutfi Kerem Senel Ihsan Utlu Veysel Yücesoy Aykut Koç Tolga Çukur 50 105 0 01 Nov 2017
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 285 2,264 0 24 Jun 2017
Learning Concept Embeddings for Efficient Bag-of-Concepts Densification Walid Shalaby Wlodek Zadrozny 17 6 0 10 Feb 2017
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi Yoav Goldberg 61 545 0 15 Aug 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 312 7,292 0 20 Dec 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 668 31,489 0 16 Jan 2013