How to Generate a Good Word Embedding?

20 July 2015

Siwei Lai

Kang Liu

Shizhu He

Jun Zhao

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Papers citing "How to Generate a Good Word Embedding?"

31 / 31 papers shown

Title
Simplicity within biological complexity Nataša Pržulj N. Malod-Dognin 63 0 0 15 May 2024
Fusing Domain-Specific Content from Large Language Models into Knowledge Graphs for Enhanced Zero Shot Object State Classification Filippos Gouidis Katerina Papantoniou Konstantinos Papoutsakis Theodore Patkos Antonis Argyros Dimitris Plexousakis 56 8 0 18 Mar 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara Frank Breitinger Mark Scanlon 142 10 0 29 Feb 2024
Multi-criteria recommendation systems to foster online grocery Manar Mohamed Hafez R. Redondo Ana Fernández Vilas H. Pazó 57 9 0 12 Dec 2023
Leveraging knowledge graphs to update scientific word embeddings using latent semantic imputation J. Hoelscher-Obermaier Edward Stevinson V. Stauber Ivaylo Zhelev Victor Botev R. Wu J. Minton 53 0 0 27 Oct 2022
LSTM-RASA Based Agri Farm Assistant for Farmers Narayana Darapaneni Selvakumar Raj V. Raghul Venkatesh Sivaraman Sunil Mohan A. Paduri 44 3 0 07 Apr 2022
Document Embedding for Scientific Articles: Efficacy of Word Embeddings vs TFIDF H. Meijer J. Truong R. Karimi 26 8 0 11 Jul 2021
Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation Thanh-Dung Le R. Noumeir J. Rambaud Guillaume Sans P. Jouvet 36 18 0 08 Apr 2021
Deriving Visual Semantics from Spatial Context: An Adaptation of LSA and Word2Vec to generate Object and Scene Embeddings from Images M. Treder Juan Mayor-Torres C. Teufel 14 3 0 20 Sep 2020
Principal Word Vectors A. Basirat Christian Hardmeier Joakim Nivre 15 3 0 09 Jul 2020
Deep Text Mining of Instagram Data Without Strong Supervision K. Hammar Shatha Jaradat Nima Dokoohaki M. Matskin 29 21 0 24 Sep 2019
Single Training Dimension Selection for Word Embedding with PCA Yu Wang 46 15 0 30 Aug 2019
Processamento de linguagem natural em Português e aprendizagem profunda para o domínio de Óleo e Gás D. Gomes A. Evsukoff AI4CE 28 2 0 05 Aug 2019
Detecting Radical Text over Online Media using Deep Learning Armaan Kaur J. K. Saini D. Bansal 13 19 0 22 Jul 2019
Exploring sentence informativeness Syrielle Montariol Aina Garí Soler A. Allauzen 16 1 0 19 Jul 2019
Obj-GloVe: Scene-Based Contextual Object Embedding Canwen Xu Zhenzhong Chen Chenliang Li 51 4 0 02 Jul 2019
ESA: Entity Summarization with Attention Dongjun Wei Yaxin Liu Fuqing Zhu Liangjun Zang Wei Zhou Jizhong Han Songlin Hu 69 13 0 25 May 2019
Evaluating Word Embedding Models: Methods and Experimental Results Bin Wang Angela Wang Fenxiao Chen Yun Cheng Wang C.-C. Jay Kuo ELM 74 265 0 28 Jan 2019
Detecting weak and strong Islamophobic hate speech on social media Bertie Vidgen T. Yasseri 84 140 0 12 Dec 2018
A Deep Neural Network Sentence Level Classification Method with Context Information Xingyi Song Johann Petrak A. Roberts 26 21 0 31 Aug 2018
ROPNN: Detection of ROP Payloads Using Deep Neural Networks Xusheng Li Zhisheng Hu Haizhou Wang Yiwei Fu Ping Chen Minghui Zhu Peng Liu 23 0 0 29 Jul 2018
Tree-structured multi-stage principal component analysis (TMPCA): theory and applications Yuanhang Su Ruiyuan Lin C.-C. Jay Kuo 18 31 0 22 Jul 2018
Evaluating Word Embeddings in Multi-label Classification Using Fine-grained Name Typing Yadollah Yaghoobzadeh Katharina Kann Hinrich Schütze 28 3 0 18 Jul 2018
$ρ$ -hot Lexicon Embedding-based Two-level LSTM for Sentiment Analysis Ou Wu Tao Yang Mengyang Li Ming Li 16 4 0 21 Mar 2018
SemRe-Rank: Improving Automatic Term Extraction By Incorporating Semantic Relatedness With Personalised PageRank Ziqi Zhang Jie Gao F. Ciravegna 21 5 0 09 Nov 2017
Riemannian Optimization for Skip-Gram Negative Sampling A. Fonarev Oleksii Hrinchuk Gleb Gusev P. Serdyukov Ivan Oseledets 42 11 0 26 Apr 2017
How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks Stanislaw Jastrzebski Damian Lesniak Wojciech M. Czarnecki 74 77 0 07 Feb 2017
Word and Document Embeddings based on Neural Network Approaches Siwei Lai 25 9 0 18 Nov 2016
Representation Learning Models for Entity Search E. Shijia Yang Xiang Mohan Zhang 25 0 0 28 Oct 2016
Intrinsic Subspace Evaluation of Word Embedding Representations Yadollah Yaghoobzadeh Hinrich Schütze 97 35 0 25 Jun 2016
The Role of Context Types and Dimensionality in Learning Word Embeddings Oren Melamud David McClosky Siddharth Patwardhan Joey Tianyi Zhou 120 123 0 05 Jan 2016