The Role of Context Types and Dimensionality in Learning Word Embeddings

The Role of Context Types and Dimensionality in Learning Word Embeddings

5 January 2016

Siddharth Patwardhan

Joey Tianyi Zhou

Papers citing "The Role of Context Types and Dimensionality in Learning Word Embeddings"

13 / 13 papers shown

Title
Semantic Cells: Evolutional Process to Acquire Sense Diversity of Items Yukio Ohsawa Dingming Xue Kaira Sekiguchi 33 0 0 23 Apr 2024
A comparative evaluation and analysis of three generations of Distributional Semantic Models Alessandro Lenci Magnus Sahlgren Patrick Jeuniaux Amaru Cuba Gyllensten Martina Miliani 29 50 0 20 May 2021
Learning Efficient Task-Specific Meta-Embeddings with Word Prisms Jingyi He Kc Tsiolis Kian Kenyon-Dean Jackie C.K. Cheung 75 7 0 05 Nov 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Ivan Vulić Simon Baker E. Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 21 82 0 10 Mar 2020
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 15 830 0 13 Jun 2019
Representing Sets as Summed Semantic Vectors D. Summers-Stay Peter Sutor Dandan Li 14 5 0 24 Sep 2018
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization E. Ponti Ivan Vulić Goran Glavas N. Mrksic Anna Korhonen VLM 28 46 0 11 Sep 2018
Medical Concept Embedding with Time-Aware Attention Xiangrui Cai Jinyang Gao K. Ngiam Beng Chin Ooi Ying Zhang Xiaojie Yuan 29 64 0 06 Jun 2018
Unsupervised word sense disambiguation in dynamic semantic spaces Jean-François Delpech 13 3 0 07 Feb 2018
Sound-Word2Vec: Learning Word Representations Grounded in Sounds Ashwin K. Vijayakumar Ramakrishna Vedantam Devi Parikh 22 22 0 06 Mar 2017
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations Ivan Vulić Roy Schwartz A. Rappoport Roi Reichart Anna Korhonen 21 10 0 19 Aug 2016
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity D. Gerz Ivan Vulić Felix Hill Roi Reichart Anna Korhonen 22 262 0 02 Aug 2016
FASTSUBS: An Efficient and Exact Procedure for Finding the Most Likely Lexical Substitutes Based on an N-gram Language Model Deniz Yuret 38 27 0 24 May 2012