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Bilingual Word Representations with Monolingual Quality in Mind
Thang Luong
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Hieu Pham
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Christopher D. Manning
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Paper Details:
Month: June
Year: 2015
Location: Denver, Colorado
Venue:
LatentVar |
WS |
Citations
URL
Inducing Multilingual Text Analysis Tools Using Bidirectional Recurrent Neural Networks
Othman Zennaki
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Nasredine Semmar
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Laurent Besacier
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Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources?
Christophe Servan
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Alexandre Bérard
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Zied Elloumi
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Hervé Blanchon
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Laurent Besacier
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Exploring Distributional Representations and Machine Translation for Aspect-based Cross-lingual Sentiment Classification.
Jeremy Barnes
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Patrik Lambert
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Toni Badia
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A Distribution-based Model to Learn Bilingual Word Embeddings
Hailong Cao
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Tiejun Zhao
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Shu Zhang
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Yao Meng
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Learning to translate from graded and negative relevance information
Laura Jehl
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Stefan Riezler
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Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover’s Distance Regularization
Meng Zhang
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Yang Liu
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Huanbo Luan
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Yiqun Liu
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Maosong Sun
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evision PDF of 'Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort
Aldrian Obaja Muis
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Naoki Otani
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Nidhi Vyas
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Ruochen Xu
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Yiming Yang
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Teruko Mitamura
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Eduard Hovy
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Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!
Steffen Eger
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Johannes Daxenberger
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Christian Stab
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Iryna Gurevych
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Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation
Francis Grégoire
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Philippe Langlais
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Killing Four Birds with Two Stones: Multi-Task Learning for Non-Literal Language Detection
Erik-Lân Do Dinh
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Steffen Eger
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Iryna Gurevych
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Learning Crosslingual Word Embeddings without Bilingual Corpora
Long Duong
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Hiroshi Kanayama
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Tengfei Ma
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Steven Bird
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Trevor Cohn
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Learning principled bilingual mappings of word embeddings while preserving monolingual invariance
Mikel Artetxe
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Gorka Labaka
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Eneko Agirre
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Towards a Universal Sentiment Classifier in Multiple languages
Kui Xu
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Xiaojun Wan
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Earth Mover’s Distance Minimization for Unsupervised Bilingual Lexicon Induction
Meng Zhang
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Yang Liu
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Huanbo Luan
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Maosong Sun
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Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision
Yixin Cao
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Lei Hou
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Juanzi Li
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Zhiyuan Liu
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Chengjiang Li
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Xu Chen
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Tiansi Dong
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Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding
Lifu Huang
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Kyunghyun Cho
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Boliang Zhang
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Heng Ji
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Kevin Knight
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CLUSE: Cross-Lingual Unsupervised Sense Embeddings
Ta-Chung Chi
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Yun-Nung Chen
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Improving Cross-Lingual Word Embeddings by Meeting in the Middle
Yerai Doval
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Jose Camacho-Collados
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Luis Espinosa-Anke
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Steven Schockaert
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Word Embeddings for Code-Mixed Language Processing
Adithya Pratapa
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Monojit Choudhury
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Sunayana Sitaram
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Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation
Ivan Vulić
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Douwe Kiela
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Anna Korhonen
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A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments
Omer Levy
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Anders Søgaard
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Yoav Goldberg
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Cross-Lingual Syntactically Informed Distributed Word Representations
Ivan Vulić
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Reranking Translation Candidates Produced by Several Bilingual Word Similarity Sources
Laurent Jakubina
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Phillippe Langlais
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Concept Equalization to Guide Correct Training of Neural Machine Translation
Kangil Kim
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Jong-Hun Shin
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Seung-Hoon Na
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SangKeun Jung
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Cross-language Learning with Adversarial Neural Networks
Shafiq Joty
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Preslav Nakov
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Lluís Màrquez
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Israa Jaradat
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Cross-Lingual Generation and Evaluation of a Wide-Coverage Lexical Semantic Resource
Attila Novák
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Borbála Novák
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KIT-Multi: A Translation-Oriented Multilingual Embedding Corpus
Thanh-Le Ha
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Jan Niehues
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Matthias Sperber
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Ngoc Quan Pham
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Alexander Waibel
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Cross-lingual Wikification Using Multilingual Embeddings
Chen-Tse Tsai
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Dan Roth
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Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification
Aditya Mogadala
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Achim Rettinger
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Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings
Yuan Zhang
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David Gaddy
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Regina Barzilay
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Tommi Jaakkola
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Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality
Md Shad Akhtar
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Palaash Sawant
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Sukanta Sen
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Asif Ekbal
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Pushpak Bhattacharyya
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Robust Cross-Lingual Hypernymy Detection Using Dependency Context
Shyam Upadhyay
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Yogarshi Vyas
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Marine Carpuat
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Dan Roth
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Identifying Semantic Divergences in Parallel Text without Annotations
Yogarshi Vyas
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Xing Niu
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Marine Carpuat
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Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction
Ivan Vulić
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Marie-Francine Moens
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On the Role of Seed Lexicons in Learning Bilingual Word Embeddings
Ivan Vulić
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Anna Korhonen
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Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning
Xinjie Zhou
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Xiaojun Wan
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Jianguo Xiao
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Cross-lingual Models of Word Embeddings: An Empirical Comparison
Shyam Upadhyay
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Manaal Faruqui
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Chris Dyer
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Dan Roth
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Jointly Learning to Embed and Predict with Multiple Languages
Daniel C. Ferreira
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André F. T. Martins
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Mariana S. C. Almeida
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Multi-Modal Representations for Improved Bilingual Lexicon Learning
Ivan Vulić
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Douwe Kiela
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Stephen Clark
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Marie-Francine Moens
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Adversarial Training for Unsupervised Bilingual Lexicon Induction
Meng Zhang
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Yang Liu
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Huanbo Luan
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Maosong Sun
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Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction
Jeenu Grover
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Pabitra Mitra
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A Multi-task Approach to Learning Multilingual Representations
Karan Singla
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Dogan Can
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Shrikanth Narayanan
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Addressing Noise in Multidialectal Word Embeddings
Alexander Erdmann
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Nasser Zalmout
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Nizar Habash
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Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
Nikola Mrkšić
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Ivan Vulić
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Diarmuid Ó Séaghdha
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Ira Leviant
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Roi Reichart
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Milica Gašić
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Anna Korhonen
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Steve Young
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FBK HLT-MT at SemEval-2016 Task 1: Cross-lingual Semantic Similarity Measurement Using Quality Estimation Features and Compositional Bilingual Word Embeddings
Duygu Ataman
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José G. C. de Souza
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Marco Turchi
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Matteo Negri
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HCCL at SemEval-2017 Task 2: Combining Multilingual Word Embeddings and Transliteration Model for Semantic Similarity
Junqing He
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Long Wu
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Xuemin Zhao
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Yonghong Yan
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The Limitations of Cross-language Word Embeddings Evaluation
Amir Bakarov
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Roman Suvorov
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Ilya Sochenkov
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Bilingual Embeddings and Word Alignments for Translation Quality Estimation
Amal Abdelsalam
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Ondřej Bojar
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Samhaa El-Beltagy
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SimpleNets: Quality Estimation with Resource-Light Neural Networks
Gustavo Paetzold
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Lucia Specia
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Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context
Shyam Upadhyay
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Kai-Wei Chang
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Matt Taddy
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Adam Kalai
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James Zou
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Learning Bilingual Projections of Embeddings for Vocabulary Expansion in Machine Translation
Pranava Swaroop Madhyastha
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Cristina España-Bonet
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Learning Joint Multilingual Sentence Representations with Neural Machine Translation
Holger Schwenk
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Matthijs Douze
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Variable Mini-Batch Sizing and Pre-Trained Embeddings
Mostafa Abdou
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Vladan Glončák
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Ondřej Bojar
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An Exploration of Word Embedding Initialization in Deep-Learning Tasks
Tom Kocmi
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Ondřej Bojar
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Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base
Vishal Gupta
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Manoj Chinnakotla
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Manish Shrivastava
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Transferred Embeddings for Igbo Similarity, Analogy, and Diacritic Restoration Tasks
Ignatius Ezeani
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Ikechukwu Onyenwe
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Mark Hepple
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Accurate semantic textual similarity for cleaning noisy parallel corpora using semantic machine translation evaluation metric: The NRC supervised submissions to the Parallel Corpus Filtering task
Chi-kiu Lo
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Michel Simard
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Darlene Stewart
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Samuel Larkin
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Cyril Goutte
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Patrick Littell
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http://stanford.edu/
https://code.google.com/p/word2vec/
Field Of Study
Linguistic Trends
Embeddings
Task
Chunking
Machine Translation
Language
Multilingual
English
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