Word Embedding for Social Sciences: An Interdisciplinary Survey

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Word Embedding for Social Sciences: An Interdisciplinary Survey

7 July 2022

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Papers citing "Word Embedding for Social Sciences: An Interdisciplinary Survey"

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Title
Solving Cosine Similarity Underestimation between High Frequency Words by L2 Norm Discounting Saeth Wannasuphoprasit Yi Zhou Danushka Bollegala 63 4 0 17 May 2023
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words Kaitlyn Zhou Kawin Ethayarajh Dallas Card Dan Jurafsky 75 68 0 10 May 2022
Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding Jingya Zhou Ling Liu Wenqi Wei Jianxi Fan AI4TS 86 76 0 14 Oct 2021
Quantifying social organization and political polarization in online platforms Isaac Waller Ashton Anderson 35 139 0 01 Oct 2020
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 162 2,455 0 06 Sep 2018
Learning Gender-Neutral Word Embeddings Jieyu Zhao Yichao Zhou Zeyu Li Wei Wang Kai-Wei Chang FaML 96 415 0 29 Aug 2018
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes Nikhil Garg L. Schiebinger Dan Jurafsky James Zou AI4TS 69 965 0 22 Nov 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 101 2,932 0 26 May 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 90 1,308 0 22 May 2017
Dynamic Word Embeddings for Evolving Semantic Discovery Zijun Yao Yifan Sun Weicong Ding Nikhil S. Rao Hui Xiong AI4TS 57 223 0 02 Mar 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 229 9,972 0 15 Jul 2016
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change William L. Hamilton J. Leskovec Dan Jurafsky 93 923 0 30 May 2016
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method Yoav Goldberg Omer Levy SSL 79 1,611 0 15 Feb 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 397 33,550 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 677 31,512 0 16 Jan 2013