An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation

19 July 2016

Papers citing "An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation"

33 / 33 papers shown

Title
Diversified Batch Selection for Training Acceleration Feng Hong Yueming Lyu Jiangchao Yao Ya Zhang Ivor W. Tsang Yanfeng Wang 42 4 0 07 Jun 2024
Semi-automated extraction of research topics and trends from NCI funding in radiological sciences from 2000-2020 M. Nguyen P. Beidler Joseph Tsai August Anderson Daniel Chen Paul Kinahan John Kang 14 0 0 22 Jun 2023
Are the Best Multilingual Document Embeddings simply Based on Sentence Embeddings? Sonal Sannigrahi Josef van Genabith C. España-Bonet AILaw 42 4 0 28 Apr 2023
Keywords for Bias Abdurrezak Efe Gizem Gezici A. Uzun Uygar Kurt 27 1 0 31 Oct 2022
Supporting Serendipitous Discovery and Balanced Analysis of Online Product Reviews with Interaction-Driven Metrics and Bias-Mitigating Suggestions Mahmood Jasim C. Collins Ali Sarvghad Narges Mahyar 16 11 0 13 Feb 2022
Stock2Vec: An Embedding to Improve Predictive Models for Companies Ziruo Yi Tingsong Xiao Kaz-Onyeakazi Ijeoma Ratnam Cheran Yuvraj Baweja Phillip Nelson AIFin 21 3 0 27 Jan 2022
Data Augmentation for Mental Health Classification on Social Media Gunjan Ansari Muskan Garg Chandni Saxena 38 19 0 19 Dec 2021
Neural Embeddings of Urban Big Data Reveal Emergent Structures in Cities Chao Fan Mengke Zhang Ali Mostafavi AI4CE 26 13 0 24 Oct 2021
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction Linhan Zhang Qian Chen Wen Wang Chong Deng Shiliang Zhang Bing Li Wei Wang Xin Cao 45 56 0 13 Oct 2021
$"Don't Downvote A\$\$\$\$\$\$s!!": An Exploration of Reddit's Advice Communities$ "Don't Downvote A\ $\$ \ $\$ \ $\$ s!!": An Exploration of Reddit's Advice Communities Emily Cannon Bianca Crouse Souvick Ghosh Nicholas Rihn Kristen Chua 36 3 0 19 Sep 2021
MOOCRep: A Unified Pre-trained Embedding of MOOC Entities Shalini Pandey Jaideep Srivastava 13 0 0 12 Jul 2021
A News-based Machine Learning Model for Adaptive Asset Pricing Liao Zhu Haoxuan Wu M. Wells AIFin 16 12 0 13 Jun 2021
Learning Models for Suicide Prediction from Social Media Posts Ning Wang F. Luo Yuvraj Shivtare Varsha D. Badal K. P. Subbalakshmi R. Chandramouli Ellen Lee AI4MH 22 36 0 29 Apr 2021
Identifying Machine-Paraphrased Plagiarism Jan Philip Wahle Terry Ruas Tomávs Foltýnek Norman Meuschke Bela Gipp 11 30 0 22 Mar 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 35 2 0 04 Jan 2021
Align-gram : Rethinking the Skip-gram Model for Protein Sequence Analysis Nabil Ibtehaz S. Sourav Md. Shamsuzzoha Bayzid M. S. Rahman 19 2 0 06 Dec 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 34 79 0 17 Sep 2020
A Generative Approach to Titling and Clustering Wikipedia Sections Anjalie Field S. Rothe Simon Baumgartner Cong Yu Abe Ittycheriah 23 4 0 22 May 2020
A Pitfall of Learning from User-generated Data: In-depth Analysis of Subjective Class Problem Keiichi Nemoto Shweta Jain NoLa 15 1 0 24 Mar 2020
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health Classification Alex Ruch 22 6 0 04 Jan 2020
PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space Omer Anjum Hongyu Gong S. Bhat Wen-mei W. Hwu Jinjun Xiong 7 31 0 25 Sep 2019
Terminology-based Text Embedding for Computing Document Similarities on Technical Content Hamid Mirisaee Éric Gaussier Cédric Lagnier Agnès Guerraz 13 3 0 05 Jun 2019
A Review of Keyphrase Extraction Eirini Papagiannopoulou Grigorios Tsoumakas 13 166 0 13 May 2019
Improving a tf-idf weighted document vector embedding Craig W. Schmidt 9 28 0 26 Feb 2019
Understanding the Role of Two-Sided Argumentation in Online Consumer Reviews: A Language-Based Perspective Bernhard Lutz Nicolas Pröllochs Dirk Neumann 16 3 0 25 Oct 2018
Text-based Sentiment Analysis and Music Emotion Recognition Erion Çano 16 5 0 06 Oct 2018
Text Similarity in Vector Space Models: A Comparative Study O. Shahmirzadi A. Lugowski Kenneth Younge 19 81 0 24 Sep 2018
Textually Enriched Neural Module Networks for Visual Question Answering Khyathi Raghavi Chandu Mary Arpita Pyreddy Matthieu Felix N. Joshi 24 6 0 23 Sep 2018
Content-driven, unsupervised clustering of news articles through multiscale graph partitioning M. Altuncu S. Yaliraki Mauricio Barahona 13 9 0 03 Aug 2018
Category-Based Deep CCA for Fine-Grained Venue Discovery from Multimodal Data Yi Yu Suhua Tang Kiyoharu Aizawa Akiko Aizawa 17 100 0 08 May 2018
Word Vector Enrichment of Low Frequency Words in the Bag-of-Words Model for Short Text Multi-class Classification Problems B. Heap Michael Bain W. Wobcke A. Krzywicki Susanne Schmeidl 21 22 0 18 Sep 2017
Context Aware Document Embedding Zhaocheng Zhu Junfeng Hu 38 9 0 05 Jul 2017
Neural Document Embeddings for Intensive Care Patient Mortality Prediction Paulina Grnarova Florian Schmidt Stephanie L. Hyland Carsten Eickhoff 8 67 0 01 Dec 2016