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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
QMUL-SDS @ SardiStance: Leveraging Network Interactions to Boost Performance on Stance Detection using Knowledge Graphs Rabab Alkhalifa A. Zubiaga 31 9 0 02 Nov 2020
Multi-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe Dataset Enriched with Nutritional Information Robin Ruede Verena Heusser L. Frank Alina Roitberg Monica Haurilet Rainer Stiefelhagen 131 21 0 02 Nov 2020
A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English Marius Mosbach Stefania Degaetano-Ortlieb Marie-Pauline Krielke Badr M. Abdullah Dietrich Klakow 56 7 0 02 Nov 2020
IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP Fajri Koto Afshin Rahimi Jey Han Lau Timothy Baldwin 95 263 0 02 Nov 2020
Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization Badr AlKhamissi Muhammad N. ElNokrashy Mohamed Gabr 44 19 0 01 Nov 2020
Fake or Real? A Study of Arabic Satirical Fake News Hadeel Saadany Emad Mohamed Constantin Orasan 57 24 0 01 Nov 2020
Neural Coreference Resolution for Arabic Abdulrahman Aloraini Juntao Yu Massimo Poesio 77 15 0 31 Oct 2020
Learning Structured Representations of Entity Names using Active Learning and Weak Supervision Kun Qian P. Raman Yunyao Li Yatin Nandwani 84 11 0 30 Oct 2020
Semantic Labeling Using a Deep Contextualized Language Model M. Trabelsi Jin Cao J. Heflin VLM 82 14 0 30 Oct 2020
RuREBus: a Case Study of Joint Named Entity Recognition and Relation Extraction from e-Government Domain V. Ivanin Ekaterina Artemova Tatiana Batura V. Ivanov V. Sarkisyan E. Tutubalina I. Smurov 34 0 0 29 Oct 2020
A Comprehensive Survey on Word Representation Models: From Classical to State-Of-The-Art Word Representation Language Models Usman Naseem Imran Razzak S. Khan M. Prasad 86 161 0 28 Oct 2020
Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora Takashi Wada Tomoharu Iwata Yuji Matsumoto Timothy Baldwin Jey Han Lau 142 7 0 27 Oct 2020
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports A. Edwards David Rogers Jose Camacho-Collados Hélène de Ribaupierre Alun D. Preece 83 1 0 27 Oct 2020
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task Alexandra Chronopoulou Dario Stojanovski Viktor Hangya Alexander Fraser 111 5 0 25 Oct 2020
Fair Embedding Engine: A Library for Analyzing and Mitigating Gender Bias in Word Embeddings Vaibhav Kumar Tenzin Singhay Bhotia Vaibhav Kumar FaML 43 2 0 25 Oct 2020
Contextualized Word Embeddings Encode Aspects of Human-Like Word Sense Knowledge Sathvik Nair M. Srinivasan Stephan C. Meylan 81 31 0 25 Oct 2020
Deep Graph Matching and Searching for Semantic Code Retrieval Xiang Ling Lingfei Wu Sai-gang Wang Gaoning Pan Tengfei Ma Fangli Xu A. Liu Chunming Wu S. Ji GNN 90 93 0 24 Oct 2020
Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference Haoyu Zhang Dingkun Long Guangwei Xu Pengjun Xie Fei Huang Ji Wang GNN BDL 62 3 0 24 Oct 2020
Dynamic Contextualized Word Embeddings Valentin Hofmann J. Pierrehumbert Hinrich Schütze 121 52 0 23 Oct 2020
Generating Adequate Distractors for Multiple-Choice Questions Cheng Zhang Yicheng Sun Hejia Chen Jie Wang 37 8 0 23 Oct 2020
Anchor-based Bilingual Word Embeddings for Low-Resource Languages Tobias Eder Viktor Hangya Alexander Fraser 78 13 0 23 Oct 2020
GiBERT: Introducing Linguistic Knowledge into BERT through a Lightweight Gated Injection Method Nicole Peinelt Marek Rei Maria Liakata 77 2 0 23 Oct 2020
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification Francesco Barbieri Jose Camacho-Collados Leonardo Neves Luis Espinosa-Anke VLM 118 732 0 23 Oct 2020
NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction Lukas Lange Xiang Dai Heike Adel Jannik Strötgen 62 5 0 23 Oct 2020
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Moussa Kamal Eddine A. Tixier Michalis Vazirgiannis BDL 144 65 0 23 Oct 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 391 301 0 23 Oct 2020
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 63 7 0 23 Oct 2020
A Differentially Private Text Perturbation Method Using a Regularized Mahalanobis Metric Zekun Xu Abhinav Aggarwal Oluwaseyi Feyisetan Nathanael Teissier 95 56 0 22 Oct 2020
Summarizing Utterances from Japanese Assembly Minutes using Political Sentence-BERT-based Method for QA Lab-PoliInfo-2 Task of NTCIR-15 Daiki Shirafuji Hiromichi Kameya Rafal Rzepka K. Araki 67 4 0 22 Oct 2020
Efficient Robust Optimal Transport with Application to Multi-Label Classification Pratik Jawanpuria N. Satyadev Bamdev Mishra OT 71 3 0 22 Oct 2020
Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures Minghan Li He Bai Luchen Tan Kun Xiong Ming Li Jimmy J. Lin FedML 43 0 0 21 Oct 2020
Stacking Neural Network Models for Automatic Short Answer Scoring R. Rajagede Rochana Prih Hastuti 38 11 0 21 Oct 2020
Neural Networks for Entity Matching: A Survey Nils Barlaug J. Gulla 171 96 0 21 Oct 2020
LT3 at SemEval-2020 Task 9: Cross-lingual Embeddings for Sentiment Analysis of Hinglish Social Media Text Pranaydeep Singh Els Lefever 37 6 0 21 Oct 2020
PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding Jinman Zhao Shawn Zhong Xiaomin Zhang Yingyu Liang BDL 98 5 0 21 Oct 2020
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus George Michalopoulos Yuanxin Wang H. Kaka Helen H. Chen Alexander Wong 147 126 0 20 Oct 2020
JUNLP@Dravidian-CodeMix-FIRE2020: Sentiment Classification of Code-Mixed Tweets using Bi-Directional RNN and Language Tags S. Mahata Dipankar Das Sivaji Bandyopadhyay 69 13 0 20 Oct 2020
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking Elliot Schumacher J. Mayfield Mark Dredze 46 6 0 19 Oct 2020
COSEA: Convolutional Code Search with Layer-wise Attention Hongya Wang Jia Zhang Yingce Xia Jiang Bian Chao Zhang Tie-Yan Liu 59 10 0 19 Oct 2020
Hierarchical Multitask Learning Approach for BERT Çagla Aksoy Alper Ahmetoglu Tunga Güngör SSL 68 5 0 17 Oct 2020
Multi-Adversarial Learning for Cross-Lingual Word Embeddings Haozhou Wang James Henderson Paola Merlo GAN 111 8 0 16 Oct 2020
Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers Shusheng Xu Xingxing Zhang Yi Wu Furu Wei Ming Zhou 118 45 0 16 Oct 2020
Explaining Creative Artifacts Lav Varshney Nazneen Rajani R. Socher 134 2 0 14 Oct 2020
Semi-Supervised Bilingual Lexicon Induction with Two-way Interaction Xu Zhao Zihao Wang Hao Wu Yong Zhang 46 11 0 14 Oct 2020
Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion Ankur Goswami Akshata Bhat Hadar Ohana Theodoros Rekatsinas ReLM 64 17 0 14 Oct 2020
A Self-supervised Representation Learning of Sentence Structure for Authorship Attribution Fereshteh Jafariakinabad K. Hua NAI SSL 100 19 0 14 Oct 2020
Controlling the Interaction Between Generation and Inference in Semi-Supervised Variational Autoencoders Using Importance Weighting G. Felhi Joseph Leroux Djamé Seddah BDL 65 1 0 13 Oct 2020
Aspect-based Document Similarity for Research Papers Malte Ostendorff Terry Ruas Till Blume Bela Gipp Georg Rehm 110 27 0 13 Oct 2020
Extending Implicit Discourse Relation Recognition to the PDTB-3 Li Liang Zheng Zhao Bonnie Webber 121 18 0 13 Oct 2020
BRUMS at SemEval-2020 Task 12 : Transformer based Multilingual Offensive Language Identification in Social Media Tharindu Ranasinghe Hansi Hettiarachchi 68 20 0 13 Oct 2020