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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
Contextualized End-to-End Neural Entity Linking Haotian Chen Andrej Zukov Gregoric Xi David Li Sahil Wadhwa 101 4 0 10 Nov 2019
Distilling Knowledge Learned in BERT for Text Generation Yen-Chun Chen Zhe Gan Yu Cheng Jingzhou Liu Jingjing Liu 88 28 0 10 Nov 2019
PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction Yichun Yin Chenguang Wang Ming Zhang 85 19 0 09 Nov 2019
Hate Speech Detection on Vietnamese Social Media Text using the Bi-GRU-LSTM-CNN Model Tin Van Huynh Duc-Vu Nguyen Kiet Van Nguyen Ngan Luu-Thuy Nguyen A. Nguyen VLM 75 32 0 09 Nov 2019
Interactive Classification by Asking Informative Questions L. Yu Howard Chen Sida Wang Tao Lei Yoav Artzi 105 24 0 09 Nov 2019
MKD: a Multi-Task Knowledge Distillation Approach for Pretrained Language Models Linqing Liu Haiquan Wang Jimmy J. Lin R. Socher Caiming Xiong 81 21 0 09 Nov 2019
Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models Yuge Shi Siddharth Narayanaswamy Brooks Paige Philip Torr DRL 130 273 0 08 Nov 2019
Interactive Refinement of Cross-Lingual Word Embeddings Michelle Yuan Mozhi Zhang Benjamin Van Durme Leah Findlater Jordan L. Boyd-Graber 138 43 0 08 Nov 2019
Ruminating Word Representations with Random Noised Masker Hwiyeol Jo Byoung-Tak Zhang 78 0 0 08 Nov 2019
How Can BERT Help Lexical Semantics Tasks? Yile Wang Leyang Cui Yue Zhang SSeg 36 11 0 07 Nov 2019
Metrology for AI: From Benchmarks to Instruments Chris Welty Praveen K. Paritosh Lora Aroyo 55 29 0 05 Nov 2019
A Deep Learning approach for Hindi Named Entity Recognition Bansi Shah Sunil Kumar Kopparapu 26 7 0 05 Nov 2019
Spherical Text Embedding Yu Meng Jiaxin Huang Guangyuan Wang Chao Zhang Honglei Zhuang Lance M. Kaplan Jiawei Han RALM 81 118 0 04 Nov 2019
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations Shizhe Diao Jiaxin Bai Yan Song Tong Zhang Yonggang Wang AI4CE 89 136 0 02 Nov 2019
Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization Yingchi Liu Quanzhi Li Marika Cifor Xiaozhong Liu Qiong Zhang Luo Si 26 4 0 01 Nov 2019
Confident Learning: Estimating Uncertainty in Dataset Labels Curtis G. Northcutt Lu Jiang Isaac L. Chuang NoLa 323 707 0 31 Oct 2019
LSTM Easy-first Dependency Parsing with Pre-trained Word Embeddings and Character-level Word Embeddings in Vietnamese Binh Duc Nguyen Kiet Van Nguyen Ngan Luu-Thuy Nguyen 44 8 0 30 Oct 2019
Quantifying the Semantic Core of Gender Systems Adina Williams Ryan Cotterell Lawrence Wolf-Sonkin Damián E. Blasi Hanna M. Wallach 69 17 0 29 Oct 2019
An Efficient Model for Sentiment Analysis of Electronic Product Reviews in Vietnamese Suong N. Hoang Linh V. Nguyen Tai Huynh Vuong T. Pham 54 4 0 29 Oct 2019
Sequence-to-sequence Automatic Speech Recognition with Word Embedding Regularization and Fused Decoding Alexander H. Liu Tzu-Wei Sung Shun-Po Chuang Hung-yi Lee Lin-Shan Lee 66 13 0 28 Oct 2019
Confidence Estimation for Black Box Automatic Speech Recognition Systems Using Lattice Recurrent Neural Networks Alexandros Kastanos Anton Ragni Mark Gales 74 14 0 25 Oct 2019
Current Limitations in Cyberbullying Detection: on Evaluation Criteria, Reproducibility, and Data Scarcity Chris Emmery B. Verhoeven G. Pauw Gilles Jacobs Cynthia Van Hee Els Lefever Bart Desmet Véronique Hoste Walter Daelemans 112 46 0 25 Oct 2019
Evaluation of Sentence Representations in Polish Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 188 16 0 25 Oct 2019
IPOD: An Industrial and Professional Occupations Dataset and its Applications to Occupational Data Mining and Analysis Junhua Liu Yung Chuen Ng Kristin L. Wood Kwan Hui Lim 70 6 0 22 Oct 2019
Improving Word Representations: A Sub-sampled Unigram Distribution for Negative Sampling Wenxiang Jiao Irwin King Michael R. Lyu 34 0 0 21 Oct 2019
Text Matters but Speech Influences: A Computational Analysis of Syntactic Ambiguity Resolution Won Ik Cho J. Cho Woohyun Kang N. Kim 90 2 0 21 Oct 2019
Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning Jiaying Lu Xin Ye Yi Ren Yezhou Yang 81 10 0 21 Oct 2019
Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection Giovanni Da San Martino Alberto Barrón-Cedeño Preslav Nakov 139 83 0 20 Oct 2019
Leveraging Hierarchical Representations for Preserving Privacy and Utility in Text Oluwaseyi Feyisetan Tom Diethe Thomas Drake 82 75 0 20 Oct 2019
Privacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate Perturbations Oluwaseyi Feyisetan Borja Balle Thomas Drake Tom Diethe 86 157 0 20 Oct 2019
Towards Learning Cross-Modal Perception-Trace Models Achim Rettinger Viktoria Bogdanova Philipp Niemann 32 0 0 18 Oct 2019
ALOHA: Artificial Learning of Human Attributes for Dialogue Agents Aaron W. Li Veronica Jiang Steven Y. Feng Julia Sprague Wei Zhou Jesse Hoey 74 28 0 18 Oct 2019
Estimator Vectors: OOV Word Embeddings based on Subword and Context Clue Estimates R. Patel C. Domeniconi 46 5 0 18 Oct 2019
Using a KG-Copy Network for Non-Goal Oriented Dialogues Debanjan Chaudhuri Md. Rony Simon Jordan Jens Lehmann 57 12 0 17 Oct 2019
A Probabilistic Framework for Learning Domain Specific Hierarchical Word Embeddings Lahari Poddar György Szarvas Lea Frermann 39 0 0 16 Oct 2019
Meemi: A Simple Method for Post-processing and Integrating Cross-lingual Word Embeddings Yerai Doval Jose Camacho-Collados Luis Espinosa-Anke Steven Schockaert 46 8 0 16 Oct 2019
BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance Timo Schick Hinrich Schütze 94 50 0 16 Oct 2019
Context Matters: Recovering Human Semantic Structure from Machine Learning Analysis of Large-Scale Text Corpora M. C. Iordan Tyler Giallanza C. Ellis Nicole M. Beckage Jonathan Cohen 59 10 0 15 Oct 2019
Mapping Supervised Bilingual Word Embeddings from English to low-resource languages Sourav Dutta 21 0 0 14 Oct 2019
Constrained Non-Affine Alignment of Embeddings Yuwei Wang Yan Zheng Yanqing Peng Chin-Chia Michael Yeh Zhongfang Zhuang Das Mahashweta Bendre Mangesh Feifei Li Wei Zhang J. M. Phillips 91 3 0 13 Oct 2019
SmokEng: Towards Fine-grained Classification of Tobacco-related Social Media Text Kartikey Pant V. Yanamandra Alok Debnath R. Mamidi 16 5 0 12 Oct 2019
IdBench: Evaluating Semantic Representations of Identifier Names in Source Code Yaza Wainakh Moiz Rauf Michael Pradel 51 5 0 11 Oct 2019
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework Zirui Wang Jiateng Xie Ruochen Xu Yiming Yang Graham Neubig J. Carbonell 122 79 0 10 Oct 2019
Multi-label Categorization of Accounts of Sexism using a Neural Framework Pulkit Parikh Harika Abburi Pinkesh Badjatiya Radhika Krishnan Niyati Chhaya Manish Gupta Vasudeva Varma 78 74 0 10 Oct 2019
BHAAV- A Text Corpus for Emotion Analysis from Hindi Stories Yaman Kumar Singla Debanjan Mahata Sagar Aggarwal Anmol Chugh Rajat Maheshwari R. Shah 49 23 0 09 Oct 2019
Word Embedding Visualization Via Dictionary Learning Juexiao Zhang Yubei Chen Brian Cheung Bruno A. Olshausen 87 17 0 09 Oct 2019
Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs Denis Mazur Vage Egiazarian S. Morozov Artem Babenko 81 5 0 08 Oct 2019
When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish Manuel Stoeckel Wahed Hemati Alexander Mehler 33 9 0 08 Oct 2019
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 Usama Yaseen Pankaj Gupta Hinrich Schütze 39 5 0 08 Oct 2019
In Search for Linear Relations in Sentence Embedding Spaces P. Barancíková Ondrej Bojar DML 66 8 0 08 Oct 2019