Enriching Word Vectors with Subword Information

15 July 2016

Papers citing "Enriching Word Vectors with Subword Information"

50 / 917 papers shown

Title
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 11 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 27 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 49 17 0 14 Jun 2018
Robust Lexical Features for Improved Neural Network Named-Entity Recognition Abbas Ghaddar Philippe Langlais OffRL 15 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 14 198 0 29 May 2018
Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions Boris Muzellec Marco Cuturi 33 78 0 19 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 40 98 0 14 May 2018
A Dynamic Oracle for Linear-Time 2-Planar Dependency Parsing Daniel Fernández-González Carlos Gómez-Rodríguez 16 8 0 14 May 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 60 1,592 0 13 May 2018
Analogical Reasoning on Chinese Morphological and Semantic Relations Shen Li Zhe Zhao Renfen Hu Wensi Li Tao Liu Xiaoyong Du 18 409 0 12 May 2018
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 13 325 0 11 May 2018
On the Limitations of Unsupervised Bilingual Dictionary Induction Anders Søgaard Sebastian Ruder Ivan Vulić 29 260 0 09 May 2018
Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents Anuj Kumar Goyal A. Metallinou Spyros Matsoukas LLMAG AI4CE 13 29 0 03 May 2018
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only Robert Litschko Goran Glavaš Simone Paolo Ponzetto Ivan Vulić 65 65 0 02 May 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 28 108 0 21 Apr 2018
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion Armand Joulin Piotr Bojanowski Tomáš Mikolov Hervé Jégou Edouard Grave 12 306 0 20 Apr 2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Ye Qi Devendra Singh Sachan Matthieu Felix Sarguna Padmanabhan Graham Neubig 56 342 0 17 Apr 2018
Learning How to Self-Learn: Enhancing Self-Training Using Neural Reinforcement Learning Chenhua Chen Yue Zhang SSL 22 11 0 16 Apr 2018
An Ontology-Based Dialogue Management System for Banking and Finance Dialogue Systems Duygu Altinok 52 44 0 13 Apr 2018
Amobee at SemEval-2018 Task 1: GRU Neural Network with a CNN Attention Mechanism for Sentiment Classification A. Rozental Daniel Fleischer 14 30 0 12 Apr 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian Adam Trischler Yoshua Bengio C. Pal SSL 27 328 0 30 Mar 2018
The Geometry of Culture: Analyzing Meaning through Word Embeddings Austin C. Kozlowski Matt Taddy James A. Evans 35 379 0 25 Mar 2018
RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language Alexander Panchenko A. Lopukhina Dmitry Ustalov K. Lopukhin N. Arefyev A. Leontyev Natalia Loukachevitch 8 35 0 15 Mar 2018
Extractive Text Summarization using Neural Networks Aakash Sinha A. Yadav Akshay Gahlot AI4TS 19 49 0 27 Feb 2018
EiTAKA at SemEval-2018 Task 1: An Ensemble of N-Channels ConvNet and XGboost Regressors for Emotion Analysis of Tweets M. Jabreel Antonio Moreno 26 25 0 26 Feb 2018
Learning Word Vectors for 157 Languages Edouard Grave Piotr Bojanowski Prakhar Gupta Armand Joulin Tomáš Mikolov SSL FaML 69 1,415 0 19 Feb 2018
Universal Neural Machine Translation for Extremely Low Resource Languages Jiatao Gu Hany Hassan Jacob Devlin V. Li 35 275 0 15 Feb 2018
Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks Carlos-Emiliano González-Gallardo Juan-Manuel Torres-Moreno 17 15 0 13 Feb 2018
Enhance word representation for out-of-vocabulary on Ubuntu dialogue corpus Jian-xiong Dong Jim Huang 23 24 0 07 Feb 2018
A Deep Network Model for Paraphrase Detection in Short Text Messages Basant Agarwal H. Ramampiaro H. Langseth M. Ruocco 38 111 0 07 Dec 2017
Dual Attention Network for Product Compatibility and Function Satisfiability Analysis Hu Xu Sihong Xie Lei Shu Philip S. Yu AAML 26 13 0 06 Dec 2017
Always Lurking: Understanding and Mitigating Bias in Online Human Trafficking Detection K. Hundman Thamme Gowda Mayank Kejriwal Benedikt Boecking 24 21 0 03 Dec 2017
Experiential, Distributional and Dependency-based Word Embeddings have Complementary Roles in Decoding Brain Activity Samira Abnar Rasyan Ahmed Max Mijnheer Willem H. Zuidema 25 48 0 25 Nov 2017
Evaluation of Croatian Word Embeddings Lukás Svoboda Slobodan Beliga 18 10 0 06 Nov 2017
Specialising Word Vectors for Lexical Entailment Ivan Vulić N. Mrksic 32 107 0 17 Oct 2017
Application of a Hybrid Bi-LSTM-CRF model to the task of Russian Named Entity Recognition L. T. Anh M. Y. Arkhipov M. Burtsev 18 37 0 27 Sep 2017
Attention-based Mixture Density Recurrent Networks for History-based Recommendation Tiantian Wang Kyunghyun Cho HAI 27 8 0 22 Sep 2017
StarSpace: Embed All The Things! Ledell Yu Wu Adam Fisch S. Chopra Keith Adams Antoine Bordes Jason Weston 27 250 0 12 Sep 2017
Learning to Compose Domain-Specific Transformations for Data Augmentation Alexander J. Ratner Henry R. Ehrenberg Zeshan Hussain Jared A. Dunnmon Christopher Ré 33 346 0 06 Sep 2017
Simple and Effective Dimensionality Reduction for Word Embeddings Vikas Raunak 19 101 0 11 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 35 2,824 0 09 Aug 2017
Corpus-level Fine-grained Entity Typing Yadollah Yaghoobzadeh Heike Adel Hinrich Schütze 30 33 0 07 Aug 2017
Mimicking Word Embeddings using Subword RNNs Yuval Pinter Robert Guthrie Jacob Eisenstein 29 158 0 21 Jul 2017