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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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TextCaps: a Dataset for Image Captioning with Reading Comprehension Oleksii Sidorov Ronghang Hu Marcus Rohrbach Amanpreet Singh 137 418 0 24 Mar 2020
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TNT-KID: Transformer-based Neural Tagger for Keyword Identification Matej Martinc Blaž Škrlj Senja Pollak 104 38 0 20 Mar 2020
Automatic Identification of Types of Alterations in Historical Manuscripts D. Lassner A. Baillot Sergej Dogadov Klaus-Robert Muller Shinichi Nakajima 32 0 0 20 Mar 2020
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Anchor & Transform: Learning Sparse Embeddings for Large Vocabularies Paul Pu Liang Manzil Zaheer Yuan Wang Amr Ahmed BDL 63 1 0 18 Mar 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 368 1,706 0 16 Mar 2020
Word Sense Disambiguation for 158 Languages using Word Embeddings Only V. Logacheva Denis Teslenko Artem Shelmanov Steffen Remus Dmitry Ustalov Andrey Kutuzov Ekaterina Artemova Christian Biemann Simone Paolo Ponzetto Sergey Petrakov 72 10 0 14 Mar 2020
Using word embeddings to improve the discriminability of co-occurrence text networks L. Quispe J. V. Tohalino D. R. Amancio 42 1 0 13 Mar 2020
Semantic Holism and Word Representations in Artificial Neural Networks Tomáš Musil MILM NAI 14 1 0 11 Mar 2020
From Algebraic Word Problem to Program: A Formalized Approach Adam Wiemerslage Shafiuddin Rehan Ahmed 17 0 0 11 Mar 2020
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A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs Zequn Sun Qingheng Zhang Wei Hu Chengming Wang Muhao Chen F. Akrami Chengkai Li 95 250 0 10 Mar 2020
Combining Pretrained High-Resource Embeddings and Subword Representations for Low-Resource Languages Machel Reid Edison Marrese-Taylor Y. Matsuo 33 2 0 09 Mar 2020
Utilizing Deep Learning to Identify Drug Use on Twitter Data Joseph Tassone Peizhi Yan Mackenzie Simpson Chetan Mendhe Vijay K. Mago Salimur Choudhury 19 1 0 08 Mar 2020
DeepLENS: Deep Learning for Entity Summarization Qingxia Liu Gong Cheng Yuzhong Qu BDL VLM 53 13 0 08 Mar 2020
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Discovering linguistic (ir)regularities in word embeddings through max-margin separating hyperplanes Noel Kennedy I. Schofield D. Brodbelt D. Church D. OÑeill 21 1 0 07 Mar 2020
NYTWIT: A Dataset of Novel Words in the New York Times Yuval Pinter Cassandra L. Jacobs Max Bittker 84 14 0 06 Mar 2020
Distributional semantic modeling: a revised technique to train term/word vector space models applying the ontology-related approach O. Palagin V. Velychko Kyrylo S. Malakhov O. Shchurov 24 13 0 06 Mar 2020
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S-APIR: News-based Business Sentiment Index Kazuhiro Seki Y. Ikuta 107 3 0 06 Mar 2020
Claim Check-Worthiness Detection as Positive Unlabelled Learning Dustin Wright Isabelle Augenstein 105 6 0 05 Mar 2020
HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing enabled Embedding of n-gram Statistics Pedro Alonso Kumar Shridhar Denis Kleyko Evgeny Osipov Marcus Liwicki 79 22 0 03 Mar 2020
Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification Muhammad Nabeel Asim M. Ghani Muhammad Ali Ibrahim Sheraz Ahmed Waqar Mahmood Andreas Dengel 57 19 0 03 Mar 2020
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Understanding the Downstream Instability of Word Embeddings Megan Leszczynski Avner May Jian Zhang Sen Wu Christopher R. Aberger Christopher Ré 68 14 0 29 Feb 2020
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Detecting Potential Topics In News Using BERT, CRF and Wikipedia S. Jadhav 45 2 0 26 Feb 2020
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification Chengyu Wang Minghui Qiu Jun Huang Xiaofeng He VLM KELM 106 13 0 25 Feb 2020
Gaussian Hierarchical Latent Dirichlet Allocation: Bringing Polysemy Back Takahiro Yoshida Ryohei Hisano T. Ohnishi 104 7 0 25 Feb 2020
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition Xiaolei Huang Linzi Xing Franck Dernoncourt Michael J. Paul 107 90 0 24 Feb 2020
Sketching Transformed Matrices with Applications to Natural Language Processing Yingyu Liang Zhao Song Mengdi Wang Lin F. Yang Xin Yang 136 4 0 23 Feb 2020
Efficient Sentence Embedding via Semantic Subspace Analysis Bin Wang Fenxiao Chen Yun Cheng Wang C.-C. Jay Kuo 65 10 0 22 Feb 2020
Guider láttention dans les modeles de sequence a sequence pour la prediction des actes de dialogue Pierre Colombo E. Chapuis Matteo Manica Emmanuel Vignon Giovanna Varni Chloé Clavel 3DV 80 2 0 21 Feb 2020
Refinement of Unsupervised Cross-Lingual Word Embeddings Magdalena Biesialska Marta R. Costa-jussá SSL 31 4 0 21 Feb 2020
Guiding attention in Sequence-to-sequence models for Dialogue Act prediction Pierre Colombo E. Chapuis Matteo Manica Emmanuel Vignon Giovanna Varni Chloé Clavel 3DV 150 63 0 20 Feb 2020
Federated pretraining and fine tuning of BERT using clinical notes from multiple silos Dianbo Liu Timothy A. Miller AI4MH 71 36 0 20 Feb 2020
Investigating an approach for low resource language dataset creation, curation and classification: Setswana and Sepedi Vukosi Marivate T. Sefara Vongani Chabalala Keamogetswe Makhaya T. Mokgonyane Rethabile Mokoena Abiodun Modupe 94 31 0 18 Feb 2020
Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue Byeongchang Kim Jaewoo Ahn Gunhee Kim BDL 129 169 0 18 Feb 2020
From English To Foreign Languages: Transferring Pre-trained Language Models Ke M. Tran 65 52 0 18 Feb 2020
SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models Bin Wang C.-C. Jay Kuo 72 156 0 16 Feb 2020
Supervised Phrase-boundary Embeddings Manni Singh David J. Weston M. Levene 31 0 0 15 Feb 2020