A Survey of Word Embeddings Evaluation Methods

21 January 2018

Papers citing "A Survey of Word Embeddings Evaluation Methods"

48 / 48 papers shown

Title
An Improved Deep Learning Model for Word Embeddings Based Clustering for Large Text Datasets Vijay Kumar Sutrakar Nikhil Mogre 56 0 0 22 Feb 2025
Zipfian Whitening Sho Yokoi Han Bao Hiroto Kurita Hidetoshi Shimodaira 37 0 0 01 Nov 2024
Assessing Linguistic Generalisation in Language Models: A Dataset for Brazilian Portuguese Rodrigo Wilkens Leonardo Zilio Aline Villavicencio 19 1 0 23 May 2023
Bridging Natural Language Processing and Psycholinguistics: computationally grounded semantic similarity datasets for Basque and Spanish J. Goikoetxea M. Arantzeta I. S. Martín 27 0 0 19 Apr 2023
PWESuite: Phonetic Word Embeddings and Tasks They Facilitate Vilém Zouhar Kalvin Chang Chenxuan Cui Nathaniel Carlson Nathaniel R. Robinson Mrinmaya Sachan David R. Mortensen 28 2 0 05 Apr 2023
A Comprehensive Empirical Evaluation of Existing Word Embedding Approaches Obaidullah Zaland M. Abulaish Mohd Fazil 13 1 0 13 Mar 2023
PRIVEE: A Visual Analytic Workflow for Proactive Privacy Risk Inspection of Open Data Kaustav Bhattacharjee A. Islam Jaideep Vaidya Aritra Dasgupta 21 6 0 12 Aug 2022
An Evaluation Dataset for Legal Word Embedding: A Case Study On Chinese Codex Chun-Hsien Lin Pu-Jen Cheng AILaw ELM 15 0 0 29 Mar 2022
Word Embeddings for Automatic Equalization in Audio Mixing S. Venkatesh D. Moffat E. Miranda 26 1 0 17 Feb 2022
One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots Juan Camilo Vásquez-Correa J. Guerrero-Sierra Jose Luis Pemberty-Tamayo Juan Esteban Jaramillo Andres Felipe Tejada-Castro 37 4 0 15 Dec 2021
Training Cross-Lingual embeddings for Setswana and Sepedi Mack Makgatho Vukosi Marivate T. Sefara Valencia Wagner AI4TS 21 2 0 11 Nov 2021
A Survey On Neural Word Embeddings Erhan Sezerer Selma Tekir AI4TS 26 12 0 05 Oct 2021
Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings Christy Lin D. Sussman Prakash Ishwar 15 5 0 09 Sep 2021
Assessing the Effectiveness of Syntactic Structure to Learn Code Edit Representations Syed Arbaaz Qureshi Sonu Mehta Ranjita Bhagwan Rahul Kumar 17 3 0 11 Jun 2021
Evaluating Word Embeddings with Categorical Modularity Sílvia Casacuberta Karina Halevy Damián E. Blasi 17 1 0 02 Jun 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 39 14 0 23 Apr 2021
Ground Truths for the Humanities Yvette Oortwijn H. Berg A. Betti HILM AI4CE 21 0 0 23 Mar 2021
Evaluation of Morphological Embeddings for the Russian Language V. Romanov A. Khusainova 19 1 0 11 Mar 2021
Evaluation of Morphological Embeddings for English and Russian Languages V. Romanov A. Khusainova 18 5 0 11 Mar 2021
WordBias: An Interactive Visual Tool for Discovering Intersectional Biases Encoded in Word Embeddings Bhavya Ghai Md. Naimul Hoque Klaus Mueller 29 26 0 05 Mar 2021
PalmTree: Learning an Assembly Language Model for Instruction Embedding Xuezixiang Li Qu Yu Heng Yin 24 144 0 21 Jan 2021
Cross-Loss Influence Functions to Explain Deep Network Representations Andrew Silva Rohit Chopra Matthew C. Gombolay TDI 21 15 0 03 Dec 2020
Top-Rank-Focused Adaptive Vote Collection for the Evaluation of Domain-Specific Semantic Models Pierangelo Lombardo Alessio Boiardi Luca Colombo Angelo Schiavone Nicolò Tamagnone 21 1 0 09 Oct 2020
An Automated, End-to-End Framework for Modeling Attacks From Vulnerability Descriptions Hodaya Binyamini Ron Bitton Masaki Inokuchi T. Yagyu Yuval Elovici A. Shabtai 21 11 0 10 Aug 2020
Measuring Memorization Effect in Word-Level Neural Networks Probing Rudolf Rosa Tomáš Musil David Marevcek 24 3 0 29 Jun 2020
ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries Autumn Toney Aylin Caliskan 23 22 0 06 Jun 2020
Attention Word Embedding Shashank Sonkar Andrew E. Waters Richard G. Baraniuk 13 12 0 01 Jun 2020
Exploring the Combination of Contextual Word Embeddings and Knowledge Graph Embeddings Lea Dieudonat Kelvin Han Phyllicia Leavitt Esteban Marquer 20 3 0 17 Apr 2020
An Analysis of Word2Vec for the Italian Language Giovanni Di Gennaro A. Buonanno Antonio Di Girolamo A. Ospedale F. Palmieri Gianfranco Fedele 22 11 0 25 Jan 2020
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings G. R. Claramunt Rodrigo Agerri German Rigau 32 7 0 17 Jan 2020
Shareable Representations for Search Query Understanding Mukul Kumar You-Heng Hu William P. Headden R. Goutam Heran Lin Bing Yin 16 4 0 20 Dec 2019
Natural Alpha Embeddings Riccardo Volpi Luigi Malagò 27 5 0 04 Dec 2019
Word Embedding Algorithms as Generalized Low Rank Models and their Canonical Form Kian Kenyon-Dean 14 3 0 06 Nov 2019
Sentence Embeddings for Russian NLU Dmitry Popov Alexander Pugachev Polina Svyatokum Elizaveta Svitanko Ekaterina Artemova 22 1 0 29 Oct 2019
Dimensionwise Separable 2-D Graph Convolution for Unsupervised and Semi-Supervised Learning on Graphs Qimai Li Xiaotong Zhang Han Liu Quanyu Dai Xiao-Ming Wu GNN SSL 16 14 0 26 Sep 2019
CogniVal: A Framework for Cognitive Word Embedding Evaluation Nora Hollenstein A. D. L. Torre N. Langer Ce Zhang 21 66 0 19 Sep 2019
COS960: A Chinese Word Similarity Dataset of 960 Word Pairs Junjie Huang Fanchao Qi Chenghao Yang Zhiyuan Liu Maosong Sun 14 7 0 01 Jun 2019
Examining Structure of Word Embeddings with PCA Tomáš Musil 19 12 0 31 May 2019
Syntactic Interchangeability in Word Embedding Models Daniel Hershcovich Assaf Toledo Alon Halfon Noam Slonim 11 3 0 01 Apr 2019
Using natural language processing techniques to extract information on the properties and functionalities of energetic materials from large text corpora Daniel C. Elton D. Turakhia N. Reddy Zois Boukouvalas M. Fuge R. Doherty Peter W. Chung 18 18 0 01 Mar 2019
Word Embeddings for Entity-annotated Texts Satya Almasian Andreas Spitz Michael Gertz 19 7 0 06 Feb 2019
Evaluating Word Embedding Models: Methods and Experimental Results Bin Wang Angela Wang Fenxiao Chen Yun Cheng Wang C.-C. Jay Kuo ELM 15 260 0 28 Jan 2019
Named Entity Recognition in Electronic Health Records Using Transfer Learning Bootstrapped Neural Networks Luka Gligic Andrey Kormilitzin Paul W. Goldberg A. Nevado-Holgado 20 83 0 06 Jan 2019
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 28 154 0 16 Jun 2018
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning Jose Camacho-Collados Mohammad Taher Pilehvar 25 335 0 10 May 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 28 108 0 21 Apr 2018
Impact of Power System Partitioning on the Efficiency of Distributed Multi-Step Optimization Dongliang Chen A. Bucchiarone Zhihan Lv 17 4 0 31 May 2016
From Frequency to Meaning: Vector Space Models of Semantics Peter D. Turney Patrick Pantel 87 2,981 0 04 Mar 2010