v1v2 (latest)

Enriching Word Vectors with Subword Information

15 July 2016

Papers citing "Enriching Word Vectors with Subword Information"

50 / 2,679 papers shown

Title
Unveiling the semantic structure of text documents using paragraph-aware Topic Models Simón Roca-Sotelo J. Arenas-García 13 0 0 26 Jun 2018
Mapping Unparalleled Clinical Professional and Consumer Languages with Embedding Alignment W. Weng Peter Szolovits 37 6 0 25 Jun 2018
Subword-augmented Embedding for Cloze Reading Comprehension Zhuosheng Zhang Yafang Huang Zhao Hai RALM 95 32 0 24 Jun 2018
Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level Sven Buechel U. Hahn 58 33 0 23 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 28 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 54 27 0 17 Jun 2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 85 155 0 16 Jun 2018
Translations as Additional Contexts for Sentence Classification Reinald Kim Amplayo Kyungjae Lee Jinyeong Yeo Seung-won Hwang 85 17 0 14 Jun 2018
fMRI Semantic Category Decoding using Linguistic Encoding of Word Embeddings Subba Reddy Oota Naresh Manwani R. Bapi 62 20 0 13 Jun 2018
Evaluation of Unsupervised Compositional Representations Hanan Aldarmaki Mona T. Diab CoGe SSL 52 12 0 12 Jun 2018
A Structured Variational Autoencoder for Contextual Morphological Inflection Lawrence Wolf-Sonkin Jason Naradowsky Sabrina J. Mielke Ryan Cotterell BDL DRL 51 11 0 10 Jun 2018
Robust Lexical Features for Improved Neural Network Named-Entity Recognition Abbas Ghaddar Philippe Langlais OffRL 78 87 0 09 Jun 2018
Characterizing Departures from Linearity in Word Translation Ndapandula Nakashole R. Flauger 96 36 0 07 Jun 2018
Is preprocessing of text really worth your time for online comment classification? Fahim Mohammad 16 36 0 07 Jun 2018
Probabilistic FastText for Multi-Sense Word Embeddings Ben Athiwaratkun A. Wilson Anima Anandkumar 69 139 0 07 Jun 2018
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility Denis R. Newman-Griffis Ayah Zirikly 42 33 0 07 Jun 2018
The Limitations of Cross-language Word Embeddings Evaluation Amir Bakarov R. Suvorov I. Sochenkov 56 4 0 06 Jun 2018
Medical Concept Embedding with Time-Aware Attention Xiangrui Cai Jinyang Gao K. Ngiam Beng Chin Ooi Ying Zhang Xiaojie Yuan 100 64 0 06 Jun 2018
How Do Source-side Monolingual Word Embeddings Impact Neural Machine Translation? Shuoyang Ding Kevin Duh 66 4 0 05 Jun 2018
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features Hongru Liang Haozheng Wang Jun Wang Shaodi You Zhe Sun Jinmao Wei Zhenglu Yang 49 6 0 05 Jun 2018
Similarity encoding for learning with dirty categorical variables Patricio Cerda Gaël Varoquaux Balázs Kégl CML 65 206 0 04 Jun 2018
SemEval 2019 Shared Task: Cross-lingual Semantic Parsing with UCCA - Call for Participation Daniel Hershcovich Leshem Choshen Elior Sulem Zohar Aizenbud A. Rappoport Omri Abend 39 2 0 31 May 2018
Unsupervised Alignment of Embeddings with Wasserstein Procrustes Edouard Grave Armand Joulin Quentin Berthet 94 199 0 29 May 2018
UMDSub at SemEval-2018 Task 2: Multilingual Emoji Prediction Multi-channel Convolutional Neural Network on Subword Embedding Zhenduo Wang Ted Pedersen 23 7 0 25 May 2018
Lifelong Domain Word Embedding via Meta-Learning Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu CLL 63 39 0 25 May 2018
Scoring Lexical Entailment with a Supervised Directional Similarity Network Marek Rei D. Gerz Ivan Vulić 45 18 0 23 May 2018
Enhancing Chinese Intent Classification by Dynamically Integrating Character Features into Word Embeddings with Ensemble Techniques Ruixi Lin Charles Costello Charles Jankowski 15 3 0 23 May 2018
Aff2Vec: Affect--Enriched Distributional Word Representations Sopan Khosla Niyati Chhaya Kushal Chawla 42 19 0 21 May 2018
Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity H. Tien Nguyen Minh Le Yamasaki Tomohiro Izuha Tatsuya 39 68 0 21 May 2018
Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions Boris Muzellec Marco Cuturi 73 79 0 19 May 2018
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces Yu-An Chung W. Weng S. Tong James R. Glass 91 100 0 18 May 2018
Multi-view Sentence Representation Learning Shuai Tang V. D. Sa SSL 67 3 0 18 May 2018
Style Obfuscation by Invariance Chris Emmery E. M. Arévalo Grzegorz Chrupała 37 25 0 18 May 2018
CASCADE: Contextual Sarcasm Detection in Online Discussion Forums Devamanyu Hazarika Soujanya Poria Sruthi Gorantla Min Zhang Roger Zimmermann Rada Mihalcea 97 186 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 102 100 0 14 May 2018
A Dynamic Oracle for Linear-Time 2-Planar Dependency Parsing Daniel Fernández-González Carlos Gómez-Rodríguez 44 8 0 14 May 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 279 1,632 0 13 May 2018
Analogical Reasoning on Chinese Morphological and Semantic Relations Shen Li Zhe Zhao Renfen Hu Wensi Li Tao Liu Xiaoyong Du 54 410 0 12 May 2018
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 80 329 0 11 May 2018
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning Jose Camacho-Collados Mohammad Taher Pilehvar 124 343 0 10 May 2018
Incorporating Subword Information into Matrix Factorization Word Embeddings Alexandre Salle Aline Villavicencio 68 24 0 09 May 2018
On the Limitations of Unsupervised Bilingual Dictionary Induction Anders Søgaard Sebastian Ruder Ivan Vulić 70 261 0 09 May 2018
Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks V. Zhelezniak Dan Busbridge April Shen Samuel L. Smith Nils Y. Hammerla SSL 58 4 0 09 May 2018
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources Ivan Vulić Goran Glavaš N. Mrksic Anna Korhonen 91 44 0 08 May 2018
Hierarchical Structured Model for Fine-to-coarse Manifesto Text Analysis Shivashankar Subramanian Trevor Cohn Timothy Baldwin 38 14 0 08 May 2018
Multi-Domain Neural Machine Translation Sander Tars Mark Fishel AI4CE 59 51 0 06 May 2018
Russian word sense induction by clustering averaged word embeddings Andrey Kutuzov 34 8 0 06 May 2018
Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents Anuj Kumar Goyal A. Metallinou Spyros Matsoukas LLMAG AI4CE 72 29 0 03 May 2018
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only Robert Litschko Goran Glavaš Simone Paolo Ponzetto Ivan Vulić 108 65 0 02 May 2018
Multitask Parsing Across Semantic Representations Daniel Hershcovich Omri Abend A. Rappoport 62 67 0 01 May 2018