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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
A First Look: Towards Explainable TextVQA Models via Visual and Textual Explanations Varun Nagaraj Rao Xingjian Zhen K. Hovsepian Mingwei Shen 97 19 0 29 Apr 2021
Evaluating Document Representations for Content-based Legal Literature Recommendations Malte Ostendorff Elliott Ash Terry Ruas Bela Gipp J. Moreno-Schneider Georg Rehm AILaw 63 23 0 28 Apr 2021
Named Entity Recognition and Linking Augmented with Large-Scale Structured Data Paweł Rychlikowski Bartłomiej Najdecki A. Lancucki Adam Kaczmarek 44 2 0 27 Apr 2021
UoT-UWF-PartAI at SemEval-2021 Task 5: Self Attention Based Bi-GRU with Multi-Embedding Representation for Toxicity Highlighter Hamed Babaei Giglou Taher Rahgooy Mostafa Rahgouy J. Razmara 21 4 0 27 Apr 2021
Morph Call: Probing Morphosyntactic Content of Multilingual Transformers Vladislav Mikhailov O. Serikov Ekaterina Artemova 86 9 0 26 Apr 2021
Teaching a Massive Open Online Course on Natural Language Processing Ekaterina Artemova M. Apishev V. Sarkisyan Sergey Aksenov D. Kirjanov O. Serikov VLM 47 4 0 26 Apr 2021
Rich Semantics Improve Few-shot Learning Mohamed Afham Salman Khan Muhammad Haris Khan Muzammal Naseer Fahad Shahbaz Khan VLM 116 24 0 26 Apr 2021
On a Utilitarian Approach to Privacy Preserving Text Generation Zekun Xu Abhinav Aggarwal Oluwaseyi Feyisetan Nathanael Teissier 81 25 0 23 Apr 2021
DeepCAT: Deep Category Representation for Query Understanding in E-commerce Search Ali Ahmadvand Surya Kallumadi F. Javed Eugene Agichtein DML 53 3 0 23 Apr 2021
Skeletor: Skeletal Transformers for Robust Body-Pose Estimation Tao Jiang Necati Cihan Camgöz Richard Bowden ViT 74 39 0 23 Apr 2021
Claim Detection in Biomedical Twitter Posts Amelie Wuhrl Roman Klinger 85 30 0 23 Apr 2021
APRF-Net: Attentive Pseudo-Relevance Feedback Network for Query Categorization Ali Ahmadvand Sayyed M. Zahiri Simon Hughes Khalifa Al Jadda Surya Kallumadi Eugene Agichtein 56 1 0 23 Apr 2021
Low Anisotropy Sense Retrofitting (LASeR) : Towards Isotropic and Sense Enriched Representations Geetanjali Bihani Julia Taylor Rayz 68 13 0 22 Apr 2021
When FastText Pays Attention: Efficient Estimation of Word Representations using Constrained Positional Weighting Vít Novotný Michal Štefánik E. F. Ayetiran Petr Sojka Radim Řehůřek 50 4 0 19 Apr 2021
Operationalizing a National Digital Library: The Case for a Norwegian Transformer Model P. Kummervold Javier de la Rosa Freddy Wetjen Svein Arne Brygfjeld 107 56 0 19 Apr 2021
Making Attention Mechanisms More Robust and Interpretable with Virtual Adversarial Training Shunsuke Kitada Hitoshi Iyatomi AAML 99 8 0 18 Apr 2021
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages Abteen Ebrahimi Manuel Mager Arturo Oncevay Vishrav Chaudhary Luis Chiruzzo ... Graham Neubig Alexis Palmer Rolando A. Coto Solano Ngoc Thang Vu Katharina Kann 163 74 0 18 Apr 2021
Embedding-Enhanced Giza++: Improving Alignment in Low- and High- Resource Scenarios Using Embedding Space Geometry Kelly Marchisio Conghao Xiong Philipp Koehn 45 1 0 18 Apr 2021
Emotion Classification in a Resource Constrained Language Using Transformer-based Approach Avishek Das Omar Sharif M. M. Hoque Iqbal H. Sarker 58 41 0 17 Apr 2021
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces Pankaj Gupta Yatin Chaudhary Hinrich Schütze BDL 60 9 0 17 Apr 2021
Are Word Embedding Methods Stable and Should We Care About It? Angana Borah M. Barman Amit Awekar 30 12 0 17 Apr 2021
Robust Embeddings Via Distributions Kira A. Selby Yinong Wang Ruizhe Wang Peyman Passban Ahmad Rashid Mehdi Rezagholizadeh Pascal Poupart OOD 53 3 0 17 Apr 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 120 170 0 16 Apr 2021
SINA-BERT: A pre-trained Language Model for Analysis of Medical Texts in Persian Nasrin Taghizadeh Ehsan Doostmohammadi Elham Seifossadat Hamid R. Rabiee M. Tahaei LM&MA AI4MH 69 9 0 15 Apr 2021
Generating Datasets with Pretrained Language Models Timo Schick Hinrich Schütze 180 235 0 15 Apr 2021
Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training Hassan Shahmohammadi Hendrik P. A. Lensch R. Baayen 82 19 0 15 Apr 2021
Static Embeddings as Efficient Knowledge Bases? Philipp Dufter Nora Kassner Hinrich Schütze 70 19 0 14 Apr 2021
Translating synthetic natural language to database queries: a polyglot deep learning framework A. Bazaga Nupur Gunwant G. Micklem 60 9 0 14 Apr 2021
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation Rohan Kumar Yadav Lei Jiao Ole-Christoffer Granmo Morten Goodwin NAI 67 16 0 14 Apr 2021
Should Semantic Vector Composition be Explicit? Can it be Linear? Dominic Widdows Kristen Howell T. Cohen CoGe 68 3 0 13 Apr 2021
Zhestyatsky at SemEval-2021 Task 2: ReLU over Cosine Similarity for BERT Fine-tuning Boris Zhestiankin Maria Ponomareva 35 5 0 13 Apr 2021
On the Impact of Knowledge-based Linguistic Annotations in the Quality of Scientific Embeddings Andrés García-Silva R. Denaux José Manuél Gómez-Pérez 122 3 0 13 Apr 2021
DATE: Detecting Anomalies in Text via Self-Supervision of Transformers Andrei Manolache Florin Brad Elena Burceanu UQCV 70 34 0 12 Apr 2021
Survey on reinforcement learning for language processing Víctor Uc Cetina Nicolás Navarro-Guerrero A. Martín-González C. Weber S. Wermter OffRL 97 111 0 12 Apr 2021
SuperSim: a test set for word similarity and relatedness in Swedish Simon Hengchen Nina Tahmasebi AILaw 52 7 0 12 Apr 2021
Text2Chart: A Multi-Staged Chart Generator from Natural Language Text Md. Mahinur Rashid Hasin Kawsar Jahan Annysha Huzzat Riyasaat Ahmed Rahul Tamim Bin Zakir F. Meem Md. Saddam Hossain Mukta Swakkhar Shatabda 80 10 0 09 Apr 2021
Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks Hanjie Chen Song Feng Jatin Ganhotra H. Wan Chulaka Gunasekara Sachindra Joshi Yangfeng Ji 81 18 0 09 Apr 2021
ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition Daniela Massiceti L. Zintgraf J. Bronskill Lida Theodorou Matthew Tobias Harris Edward Cutrell C. Morrison Katja Hofmann Simone Stumpf 191 45 0 08 Apr 2021
A hybrid inference system for improved curvature estimation in the level-set method using machine learning Luis Ángel Larios-Cárdenas Frédéric Gibou 69 6 0 07 Apr 2021
Non-autoregressive Mandarin-English Code-switching Speech Recognition Shun-Po Chuang Heng-Jui Chang Sung-Feng Huang Hung-yi Lee 90 15 0 06 Apr 2021
Annotating Columns with Pre-trained Language Models Yoshihiko Suhara Jinfeng Li Yuliang Li Dan Zhang cCaugatay Demiralp Chen Chen W. Tan LMTD 67 90 0 05 Apr 2021
Query2Prod2Vec Grounded Word Embeddings for eCommerce Federico Bianchi Jacopo Tagliabue Bingqing Yu 78 18 0 02 Apr 2021
What Taggers Fail to Learn, Parsers Need the Most Mark Anderson Carlos Gómez-Rodríguez 66 2 0 02 Apr 2021
WakaVT: A Sequential Variational Transformer for Waka Generation Yuka Takeishi Mingxuan Niu Jing Luo ZhongYi Jin Xinyu Yang 90 1 0 01 Apr 2021
Self-Supervised Euphemism Detection and Identification for Content Moderation Wanzheng Zhu Hongyu Gong Rohan Bansal Zachary Weinberg Nicolas Christin Giulia Fanti S. Bhat 80 40 0 31 Mar 2021
An Exploration of Data Augmentation Techniques for Improving English to Tigrinya Translation Lidia Kidane Sachin Kumar Yulia Tsvetkov 72 7 0 31 Mar 2021
Representing ELMo embeddings as two-dimensional text online Andrey Kutuzov E. Kuzmenko 29 1 0 30 Mar 2021
Contextual Text Embeddings for Twi P. Azunre Salomey Osei S. Addo Lawrence Asamoah Adu-Gyamfi Stephen E. Moore ... Standylove Birago Mensah Lucien Mensah Mark Amoako Marcel A. Amponsah J. B. Hayfron-Acquah 62 6 0 29 Mar 2021
Industry Scale Semi-Supervised Learning for Natural Language Understanding Luoxin Chen Francisco Garcia Varun Kumar He Xie Jianhua Lu 38 7 0 29 Mar 2021
Supporting verification of news articles with automated search for semantically similar articles Vishwani Gupta Katharina Beckh Sven Giesselbach D. Wegener Tim Wirtz 61 2 0 29 Mar 2021