Enriching Word Vectors with Subword Information

15 July 2016

Papers citing "Enriching Word Vectors with Subword Information"

50 / 955 papers shown

Title
Transfer Learning from LDA to BiLSTM-CNN for Offensive Language Detection in Twitter Hyungtae Lee Sungmin Eum Raghav Jindal Chris Biemann 4 45 0 07 Nov 2018
Semantic Term "Blurring" and Stochastic "Barcoding" for Improved Unsupervised Text Classification Robert Frank Martorano 10 1 0 06 Nov 2018
Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks Edward Collins Nikolai Rozanov M. Kaptein 9 27 0 05 Nov 2018
Unsupervised Hyperalignment for Multilingual Word Embeddings J. Alaux Edouard Grave Marco Cuturi Armand Joulin 30 70 0 02 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 23 182 0 02 Nov 2018
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization Anish Acharya Rahul Goel A. Metallinou Inderjit Dhillon 25 58 0 01 Nov 2018
Confidence Estimation and Deletion Prediction Using Bidirectional Recurrent Neural Networks Anton Ragni Qiujia Li Mark Gales Yu Wang 11 32 0 30 Oct 2018
Engaging Image Captioning Via Personality Kurt Shuster Samuel Humeau Hexiang Hu Antoine Bordes Jason Weston 40 149 0 25 Oct 2018
Universal Language Model Fine-Tuning with Subword Tokenization for Polish Piotr Czapla Jeremy Howard Marcin Kardas 16 7 0 24 Oct 2018
BCWS: Bilingual Contextual Word Similarity Ta-Chung Chi Ching-Yen Shih Yun-Nung Chen 19 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 22 47 0 20 Oct 2018
Collaborative Deep Learning Across Multiple Data Centers Kele Xu Haibo Mi Dawei Feng Huaimin Wang Chuan Chen Zibin Zheng Xu Lan FedML 140 18 0 16 Oct 2018
Poincaré GloVe: Hyperbolic Word Embeddings A. Tifrea Gary Bécigneul O. Ganea 27 280 0 15 Oct 2018
IndoSum: A New Benchmark Dataset for Indonesian Text Summarization Kemal Kurniawan Samuel Louvan 22 66 0 12 Oct 2018
Multi-Source Cross-Lingual Model Transfer: Learning What to Share Xilun Chen Ahmed Hassan Awadallah Hany Hassan Wei Wang Claire Cardie 36 20 0 08 Oct 2018
An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation Hamed Zamani Markus Schedl Paul Lamere Ching-Wei Chen 24 54 0 02 Oct 2018
Context-Aware Attention for Understanding Twitter Abuse Tuhin Chakrabarty Kilol Gupta 17 27 0 24 Sep 2018
Challenges for Toxic Comment Classification: An In-Depth Error Analysis Betty van Aken Julian Risch Ralf Krestel Alexander Loser 13 221 0 20 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 20 62 0 12 Sep 2018
Generalizing Word Embeddings using Bag of Subwords Jinman Zhao Sidharth Mudgal Yingyu Liang 29 46 0 12 Sep 2018
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization Edoardo Ponti Ivan Vulić Goran Glavaš N. Mrksic Anna Korhonen VLM 28 46 0 11 Sep 2018
Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge Debanjan Chaudhuri Agustinus Kristiadi Jens Lehmann Asja Fischer 30 26 0 10 Sep 2018
SHOMA at Parseme Shared Task on Automatic Identification of VMWEs: Neural Multiword Expression Tagging with High Generalisation Shiva Taslimipoor Omid Rohanian 28 24 0 09 Sep 2018
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models Aaron Smith Bernd Bohnet Miryam de Lhoneux Joakim Nivre Yan Shao Sara Stymne 35 67 0 06 Sep 2018
Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation Mikel Artetxe Gorka Labaka I. Lopez-Gazpio Eneko Agirre 16 41 0 06 Sep 2018
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification Andreas Hanselowski Huatian Zhang Zile Li Daniil Sorokin Benjamin Schiller Claudia Schulz Iryna Gurevych 15 181 0 03 Sep 2018
Improving Cross-Lingual Word Embeddings by Meeting in the Middle Yerai Doval Jose Camacho-Collados Luis Espinosa-Anke Steven Schockaert 30 60 0 27 Aug 2018
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach Pratik Jawanpuria Arjun Balgovind Anoop Kunchukuttan Bamdev Mishra 35 77 0 27 Aug 2018
Churn Intent Detection in Multilingual Chatbot Conversations and Social Media C. Abbet Meryem M'hamdi Athanasios Giannakopoulos Robert West Andreea Hossmann Michael Baeriswyl C. Musat 33 17 0 25 Aug 2018
Learning to Learn from Web Data through Deep Semantic Embeddings Raul Gomez Lluís Gómez J. Gibert Dimosthenis Karatzas 16 22 0 20 Aug 2018
ODSQA: Open-domain Spoken Question Answering Dataset Chia-Hsuan Lee Shang-Ming Wang Huan-Cheng Chang Hung-yi Lee RALM 30 52 0 07 Aug 2018
Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval Yi-Chen Chen Sung-Feng Huang Chia-Hao Shen Hung-yi Lee Lin-Shan Lee 46 37 0 21 Jul 2018
Imparting Interpretability to Word Embeddings while Preserving Semantic Structure Lutfi Kerem Senel Ihsan Utlu Furkan Şahinuç H. Ozaktas Aykut Kocc 32 14 0 19 Jul 2018
Theme-weighted Ranking of Keywords from Text Documents using Phrase Embeddings Debanjan Mahata John Kuriakose R. Shah Roger Zimmermann J. Talburt 26 25 0 16 Jul 2018
Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation Wanxiang Che Yijia Liu Yuxuan Wang Bo Zheng Ting Liu 27 251 0 09 Jul 2018
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Edoardo Ponti Helen O'Horan Yevgeni Berzak Ivan Vulić Roi Reichart Thierry Poibeau Ekaterina Shutova Anna Korhonen 33 139 0 02 Jul 2018
Subword-augmented Embedding for Cloze Reading Comprehension ZhuoSheng Zhang Yafang Huang Zhao Hai RALM 27 32 0 24 Jun 2018
Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach Hussein T. Al-Natsheh Lucie Martinet Fabrice Muhlenbach Fabien Rico D. Zighed 13 6 0 21 Jun 2018
Incorporating Chinese Characters of Words for Lexical Sememe Prediction Huiming Jin Hao Zhu Zhiyuan Liu Ruobing Xie Maosong Sun Fen Lin Leyu Lin 30 27 0 17 Jun 2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 33 154 0 16 Jun 2018
Translations as Additional Contexts for Sentence Classification Reinald Kim Amplayo Kyungjae Lee Jinyeong Yeo Seung-won Hwang 54 17 0 14 Jun 2018
Robust Lexical Features for Improved Neural Network Named-Entity Recognition Abbas Ghaddar Philippe Langlais OffRL 18 86 0 09 Jun 2018
Characterizing Departures from Linearity in Word Translation Ndapandula Nakashole R. Flauger 29 36 0 07 Jun 2018
Medical Concept Embedding with Time-Aware Attention Xiangrui Cai Jinyang Gao K. Ngiam Beng Chin Ooi Ying Zhang Xiaojie Yuan 32 64 0 06 Jun 2018
Similarity encoding for learning with dirty categorical variables Patricio Cerda Gaël Varoquaux Balázs Kégl CML 21 203 0 04 Jun 2018
Unsupervised Alignment of Embeddings with Wasserstein Procrustes Edouard Grave Armand Joulin Quentin Berthet 17 198 0 29 May 2018
Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions Boris Muzellec Marco Cuturi 36 78 0 19 May 2018
CASCADE: Contextual Sarcasm Detection in Online Discussion Forums Devamanyu Hazarika Soujanya Poria Sruthi Gorantla Min Zhang Roger Zimmermann Rada Mihalcea 24 185 0 16 May 2018
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors M. Khodak Nikunj Saunshi Yingyu Liang Tengyu Ma Brandon M Stewart Sanjeev Arora 42 99 0 14 May 2018
A Dynamic Oracle for Linear-Time 2-Planar Dependency Parsing Daniel Fernández-González Carlos Gómez-Rodríguez 18 8 0 14 May 2018