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Enriching Word Vectors with Subword Information

15 July 2016

Papers citing "Enriching Word Vectors with Subword Information"

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Title
Natural language processing for achieving sustainable development: the case of neural labelling to enhance community profiling Costanza Conforti Stephanie Hirmer David Morgan Marco Basaldella Yau Ben Or 75 21 0 27 Apr 2020
Intuitive Contrasting Map for Antonym Embeddings Igor Samenko Alexey Tikhonov Ivan P. Yamshchikov 73 2 0 27 Apr 2020
Hierarchical Multi Task Learning with Subword Contextual Embeddings for Languages with Rich Morphology Arda Akdemir T. Shibuya Tunga Güngör 40 1 0 25 Apr 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing Mengjie Zhao Philipp Dufter Yadollah Yaghoobzadeh Hinrich Schütze 83 27 0 25 Apr 2020
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling Zihan Liu Genta Indra Winata Peng Xu Pascale Fung 98 98 0 24 Apr 2020
Learning the grammar of drug prescription: recurrent neural network grammars for medication information extraction in clinical texts Ivan Lerner Jordan Jouffroy Anita Burgun A. Neuraz 55 9 0 24 Apr 2020
Upgrading the Newsroom: An Automated Image Selection System for News Articles Fangyu Liu R. Lebret D. Orel Philippe Sordet Karl Aberer 39 6 0 23 Apr 2020
Revisiting the Context Window for Cross-lingual Word Embeddings Ryokan Ri Yoshimasa Tsuruoka 34 7 0 22 Apr 2020
When and Why is Unsupervised Neural Machine Translation Useless? Yunsu Kim Miguel Graça Hermann Ney SSL 102 71 0 22 Apr 2020
DeepSubQE: Quality estimation for subtitle translations Prabhakar Gupta A. Nelakanti 16 1 0 22 Apr 2020
Investigating the Effectiveness of Representations Based on Pretrained Transformer-based Language Models in Active Learning for Labelling Text Datasets Jinghui Lu B. MacNamee 53 19 0 21 Apr 2020
An Automated Pipeline for Character and Relationship Extraction from Readers' Literary Book Reviews on Goodreads.com Shadi Shahsavari Ehsan Ebrahimzadeh Behnam Shahbazi Misagh Falahi Pavan Holur Roja Bandari Timothy R. Tangherlini V. Roychowdhury 31 20 0 20 Apr 2020
A Revised Generative Evaluation of Visual Dialogue Daniela Massiceti Viveka Kulharia P. Dokania N. Siddharth Philip Torr 58 0 0 20 Apr 2020
Learning Geometric Word Meta-Embeddings Pratik Jawanpuria N. Dev Anoop Kunchukuttan Bamdev Mishra FedML 72 13 0 20 Apr 2020
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings Masoud Jalili Sabet Philipp Dufter François Yvon Hinrich Schütze 128 238 0 18 Apr 2020
A Hybrid Approach for Aspect-Based Sentiment Analysis Using Deep Contextual Word Embeddings and Hierarchical Attention Maria Mihaela Truşcǎ Daan Wassenberg Flavius Frasincar R. Dekker 38 39 0 18 Apr 2020
Large-scale analysis of grooming in modern social networks Nikolaos Lykousas Constantinos Patsakis 21 15 0 16 Apr 2020
A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation Jan Deriu Katsiaryna Mlynchyk Philippe Schlapfer Álvaro Rodrigo D. V. Grunigen Nicolas Kaiser Kurt Stockinger Eneko Agirre Mark Cieliebak 43 15 0 16 Apr 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers Arman Cohan Sergey Feldman Iz Beltagy Doug Downey Daniel S. Weld AI4TS 190 563 0 15 Apr 2020
XtremeDistil: Multi-stage Distillation for Massive Multilingual Models Subhabrata Mukherjee Ahmed Hassan Awadallah 99 59 0 12 Apr 2020
Bayesian Hierarchical Words Representation Learning Oren Barkan Idan Rejwan Avi Caciularu Noam Koenigstein BDL 59 21 0 12 Apr 2020
Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network Md. Rezaul Karim Bharathi Raja Chakravarthi John P. Mccrae Michael Cochez 74 71 0 11 Apr 2020
DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus Javad Pourmostafa Roshan Sharami Parsa Abbasi Sarabestani Seyed Abolghasem Mirroshandel 66 19 0 11 Apr 2020
Automated Spelling Correction for Clinical Text Mining in Russian Ksenia Balabaeva Anastasia A. Funkner Sergey Kovalchuk 6 10 0 10 Apr 2020
Recommendation Chart of Domains for Cross-Domain Sentiment Analysis:Findings of A 20 Domain Study Akash Sheoran Diptesh Kanojia Aditya Joshi P. Bhattacharyya 42 7 0 09 Apr 2020
Learning to Scale Multilingual Representations for Vision-Language Tasks Andrea Burns Donghyun Kim Derry Wijaya Kate Saenko Bryan A. Plummer 75 35 0 09 Apr 2020
Word Equations: Inherently Interpretable Sparse Word Embeddingsthrough Sparse Coding Adly Templeton 56 7 0 08 Apr 2020
Are All Good Word Vector Spaces Isomorphic? Ivan Vulić Sebastian Ruder Anders Søgaard VLM 70 65 0 08 Apr 2020
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Fei Huang Kewei Tu 106 36 0 08 Apr 2020
Neural Analogical Matching Mayank Agarwal Constantine Nakos Ibrahim Abdelaziz Kenneth D. Forbus NAI HAI 70 14 0 07 Apr 2020
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding Jiyeon Ham Yo Joong Choe Kyubyong Park Ilji Choi Hyungjoon Soh 92 78 0 07 Apr 2020
From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture L. Vanni Marco Corneli Damon Mayaffre F. Precioso 37 6 0 07 Apr 2020
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation Mingxuan Wang Hongxiao Bai Hai Zhao Lei Li 96 6 0 07 Apr 2020
Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation Seung-Jae Shin Kyungwoo Song Joonho Jang Hyemi Kim Weonyoung Joo Il-Chul Moon 78 21 0 07 Apr 2020
An Annotated Corpus of Emerging Anglicisms in Spanish Newspaper Headlines Elena Álvarez Mellado 69 10 0 06 Apr 2020
Geometry-aware Domain Adaptation for Unsupervised Alignment of Word Embeddings Pratik Jawanpuria Mayank Meghwanshi Bamdev Mishra 66 20 0 06 Apr 2020
Arabic Offensive Language on Twitter: Analysis and Experiments Hamdy Mubarak Ammar Rashed Kareem Darwish Younes Samih Ahmed Abdelali 99 152 0 05 Apr 2020
Template-based Question Answering using Recursive Neural Networks Ram G. Athreya S. Bansal Axel-Cyrille Ngonga-Ngomo Ricardo Usbeck 59 31 0 03 Apr 2020
Understanding Linearity of Cross-Lingual Word Embedding Mappings Xutan Peng Mark Stevenson Chenghua Lin Chen Li 98 5 0 02 Apr 2020
Deep Learning Based Multi-Label Text Classification of UNGA Resolutions Francesco Sovrano M. Palmirani F. Vitali 123 27 0 01 Apr 2020
Better Sign Language Translation with STMC-Transformer Kayo Yin Jesse Read SLR 78 24 0 01 Apr 2020
Deep Entity Matching with Pre-Trained Language Models Yuliang Li Jinfeng Li Yoshihiko Suhara A. Doan W. Tan VLM 135 391 0 01 Apr 2020
Enriching Consumer Health Vocabulary Using Enhanced GloVe Word Embedding Mohammed Ibrahim Susan Gauch Omar Salman Mohammed Alqahatani 27 9 0 31 Mar 2020
Information Leakage in Embedding Models Congzheng Song A. Raghunathan MIACV 108 275 0 31 Mar 2020
Give your Text Representation Models some Love: the Case for Basque Rodrigo Agerri Iñaki San Vicente Jon Ander Campos Ander Barrena X. Saralegi Aitor Soroa Etxabe Eneko Agirre 68 63 0 31 Mar 2020
Topological Data Analysis in Text Classification: Extracting Features with Additive Information Shafie Gholizadeh Ketki Savle Armin Seyeditabari Wlodek Zadrozny 55 8 0 29 Mar 2020
A Novel Method of Extracting Topological Features from Word Embeddings Shafie Gholizadeh Armin Seyeditabari Wlodek Zadrozny 25 5 0 29 Mar 2020
Clickbait Detection using Multiple Categorization Techniques Abinash Pujahari Dilip Singh Sisodia 13 38 0 29 Mar 2020
Seeing The Whole Patient: Using Multi-Label Medical Text Classification Techniques to Enhance Predictions of Medical Codes Vithya Yogarajan Jacob Montiel T. Smith Bernhard Pfahringer AI4CE 44 10 0 29 Mar 2020
Can Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer! Claudia Schulz Damir Juric AI4TS 79 10 0 24 Mar 2020