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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
Dependency Grammar Induction with a Neural Variational Transition-based Parser Bowen Li Jianpeng Cheng Yang Liu Frank Keller 71 21 0 14 Nov 2018
Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents Aditya Siddhant Anuj Kumar Goyal A. Metallinou 68 51 0 13 Nov 2018
Few-shot Learning for Named Entity Recognition in Medical Text Maximilian Hofer Andrey Kormilitzin Paul W. Goldberg A. Nevado-Holgado 91 65 0 13 Nov 2018
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces Victor Prokhorov Mohammad Taher Pilehvar Dimitri Kartsaklis Pietro Lio Nigel Collier 58 12 0 12 Nov 2018
An Introductory Survey on Attention Mechanisms in NLP Problems Dichao Hu AIMat 83 247 0 12 Nov 2018
Speech Intention Understanding in a Head-final Language: A Disambiguation Utilizing Intonation-dependency Won Ik Cho Hyeon Seung Lee J. Yoon Seokhwan Kim N. Kim 85 5 0 10 Nov 2018
Learning Semantic Representations for Novel Words: Leveraging Both Form and Context Timo Schick Hinrich Schütze AI4TS NAI 96 34 0 09 Nov 2018
Incorporating Relevant Knowledge in Context Modeling and Response Generation Christoph Vogel Patrick Knöbelreiter Thomas Pock Chengyao Chen 48 1 0 09 Nov 2018
Confusion2Vec: Towards Enriching Vector Space Word Representations with Representational Ambiguities K. K. Thekumparampil Zinan Lin 61 23 0 08 Nov 2018
Attention Fusion Networks: Combining Behavior and E-mail Content to Improve Customer Support Stephane Fotso Philip Spanoudes Benjamin C. Ponedel Brian Reynoso Janet Ko 45 4 0 07 Nov 2018
Transfer Learning from LDA to BiLSTM-CNN for Offensive Language Detection in Twitter Hyungtae Lee Sungmin Eum Raghav Jindal Chris Biemann 94 45 0 07 Nov 2018
microNER: A Micro-Service for German Named Entity Recognition based on BiLSTM-CRF Gregor Wiedemann Raghav Jindal Chris Biemann 13 1 0 07 Nov 2018
Semantic Term "Blurring" and Stochastic "Barcoding" for Improved Unsupervised Text Classification Robert Frank Martorano 22 1 0 06 Nov 2018
Effective Subword Segmentation for Text Comprehension Zhuosheng Zhang Antonio Lieto Kangwei Ling Jiangtong Li Z. Li Shexia He Guohong Fu 93 28 0 06 Nov 2018
Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks Edward Collins Nikolai Rozanov M. Kaptein 74 29 0 05 Nov 2018
Towards Unsupervised Speech-to-Text Translation Yu-An Chung W. Weng S. Tong James R. Glass 117 43 0 04 Nov 2018
Unsupervised Hyperalignment for Multilingual Word Embeddings J. Alaux Edouard Grave Marco Cuturi Armand Joulin 85 71 0 02 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 97 185 0 02 Nov 2018
Learning from Large-scale Noisy Web Data with Ubiquitous Reweighting for Image Classification Jia Li Yafei Song Jian-Qi Zhu Lele Cheng Ying Su Lin Ye P. Yuan Shumin Han NoLa 71 23 0 02 Nov 2018
Meta-path Augmented Response Generation Yanran Li Wenjie Li 16 2 0 02 Nov 2018
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization Anish Acharya Rahul Goel A. Metallinou Inderjit Dhillon 102 62 0 01 Nov 2018
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing Wasi Uddin Ahmad Zhisong Zhang Xuezhe Ma Eduard H. Hovy Kai-Wei Chang Nanyun Peng 94 8 0 01 Nov 2018
Learning Unsupervised Word Mapping by Maximizing Mean Discrepancy Pengcheng Yang Fuli Luo Shuangzhi Wu Jingjing Xu Dongdong Zhang Xu Sun SSL 57 8 0 01 Nov 2018
ATM:Adversarial-neural Topic Model Rui Wang Deyu Zhou Yulan He BDL GAN 103 92 0 01 Nov 2018
GlobalTrait: Personality Alignment of Multilingual Word Embeddings Farhad Bin Siddique D. Bertero Pascale Fung 27 4 0 01 Nov 2018
Measuring Issue Ownership using Word Embeddings Amaru Cuba Gyllensten Magnus Sahlgren 26 0 0 31 Oct 2018
Aligning Very Small Parallel Corpora Using Cross-Lingual Word Embeddings and a Monogamy Objective Nina Poerner Masoud Jalili Sabet Benjamin Roth Hinrich Schütze 29 2 0 31 Oct 2018
Giving Space to Your Message: Assistive Word Segmentation for the Electronic Typing of Digital Minorities Won Ik Cho Sung Jun Cheon Woohyun Kang Jiwon Kim N. Kim 51 2 0 31 Oct 2018
Confidence Estimation and Deletion Prediction Using Bidirectional Recurrent Neural Networks Anton Ragni Qiujia Li Mark Gales Yu Wang 65 32 0 30 Oct 2018
Bi-Directional Lattice Recurrent Neural Networks for Confidence Estimation Qiujia Li Preben Ness Anton Ragni Mark Gales 40 26 0 30 Oct 2018
Advancing PICO Element Detection in Biomedical Text via Deep Neural Networks Di Jin Peter Szolovits 56 32 0 30 Oct 2018
Unsupervised Neural Machine Translation Initialized by Unsupervised Statistical Machine Translation Benjamin Marie Atsushi Fujita OT 60 32 0 30 Oct 2018
Differentiable Greedy Networks Thomas Powers Rasool Fakoor Siamak Shakeri A. Sethy Amanjit Kainth Abdel-rahman Mohamed R. Sarikaya 48 6 0 30 Oct 2018
A Simple Recurrent Unit with Reduced Tensor Product Representations Shuai Tang P. Smolensky V. D. Sa 92 2 0 29 Oct 2018
Learning Better Internal Structure of Words for Sequence Labeling Yingwei Xin Ethan Hart Vibhuti Mahajan Jean-David Ruvini SSL NAI 64 38 0 29 Oct 2018
Visual Re-ranking with Natural Language Understanding for Text Spotting Ahmed Sabir Francesc Moreno-Noguer Lluís Padró 58 15 0 29 Oct 2018
Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language Seonghyeon Nam Yunji Kim Seon Joo Kim GAN 138 207 0 29 Oct 2018
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package Ajay Patel Alexander Sands Chris Callison-Burch Marianna Apidianaki 71 34 0 26 Oct 2018
Learning Emotion from 100 Observations: Unexpected Robustness of Deep Learning under Strong Data Limitations Sven Buechel João Sedoc H. Andrew Schwartz L. Ungar 49 6 0 25 Oct 2018
Engaging Image Captioning Via Personality Kurt Shuster Samuel Humeau Hexiang Hu Antoine Bordes Jason Weston 94 152 0 25 Oct 2018
Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing Yadollah Yaghoobzadeh Hinrich Schütze 30 6 0 24 Oct 2018
Universal Language Model Fine-Tuning with Subword Tokenization for Polish Piotr Czapla Jeremy Howard Marcin Kardas 50 8 0 24 Oct 2018
Text Embeddings for Retrieval From a Large Knowledge Base Tolgahan Cakaloglu Christian Szegedy Xiaowei Xu AI4TS RALM 57 16 0 24 Oct 2018
BCWS: Bilingual Contextual Word Similarity Ta-Chung Chi Ching-Yen Shih Yun-Nung Chen 41 3 0 21 Oct 2018
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference Mandar Joshi Eunsol Choi Omer Levy Daniel S. Weld Luke Zettlemoyer CoGe 67 47 0 20 Oct 2018
Modeling Composite Labels for Neural Morphological Tagging Alexander Tkachenko Kairit Sirts NoLa 41 14 0 20 Oct 2018
Improving Multilingual Semantic Textual Similarity with Shared Sentence Encoder for Low-resource Languages Xin Tang Shanbo Cheng Loc Do Zhiyu Min Feng Ji Heng Yu Ji Zhang Haiqin Chen 40 11 0 20 Oct 2018
Open Vocabulary Learning on Source Code with a Graph-Structured Cache Milan Cvitkovic Badal Singh Anima Anandkumar 71 50 0 18 Oct 2018
Neural Morphological Tagging for Estonian Alexander Tkachenko Kairit Sirts 34 4 0 16 Oct 2018
Collaborative Deep Learning Across Multiple Data Centers Kele Xu Haibo Mi Dawei Feng Huaimin Wang Chuan Chen Zibin Zheng Xu Lan FedML 344 18 0 16 Oct 2018