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Polyglot: Distributed Word Representations for Multilingual NLP
Rami Al-Rfou’
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Bryan Perozzi
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Steven Skiena
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Paper Details:
Month: August
Year: 2013
Location: Sofia, Bulgaria
Venue:
CoNLL |
WS |
SIG: SIGNLL
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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Multi-view and multi-task training of RST discourse parsers
Chloé Braud
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Barbara Plank
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Anders Søgaard
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Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling
Mittul Singh
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Clayton Greenberg
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Youssef Oualil
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Dietrich Klakow
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Semi Supervised Preposition-Sense Disambiguation using Multilingual Data
Hila Gonen
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Yoav Goldberg
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Language classification from bilingual word embedding graphs
Steffen Eger
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Armin Hoenen
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Alexander Mehler
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Semantic Tagging with Deep Residual Networks
Johannes Bjerva
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Barbara Plank
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Johan Bos
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What’s in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation
Arne Köhn
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Distinguishing Past, On-going, and Future Events: The EventStatus Corpus
Ruihong Huang
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Ignacio Cases
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Dan Jurafsky
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Cleo Condoravdi
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Ellen Riloff
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Analyzing Linguistic Knowledge in Sequential Model of Sentence
Peng Qian
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Xipeng Qiu
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Xuanjing Huang
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A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis
Sebastian Ruder
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Parsa Ghaffari
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John G. Breslin
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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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Universal Semantic Parsing
Siva Reddy
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Oscar Täckström
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Slav Petrov
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Mark Steedman
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Mirella Lapata
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Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation
Ivan Vulić
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Nikola Mrkšić
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Anna Korhonen
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Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
Edoardo Maria Ponti
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Ivan Vulić
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Goran Glavaš
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Nikola Mrkšić
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Anna Korhonen
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On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling
Daniela Gerz
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Ivan Vulić
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Edoardo Maria Ponti
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Roi Reichart
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Anna Korhonen
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Generalizing Word Embeddings using Bag of Subwords
Jinman Zhao
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Sidharth Mudgal
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Yingyu Liang
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Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks
Martin Schmitt
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Simon Steinheber
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Konrad Schreiber
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Benjamin Roth
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Dependency-based Hybrid Trees for Semantic Parsing
Zhanming Jie
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Wei Lu
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An Encoder-Decoder Approach to the Paradigm Cell Filling Problem
Miikka Silfverberg
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Mans Hulden
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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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Cross-Lingual Word Embeddings for Low-Resource Language Modeling
Oliver Adams
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Adam Makarucha
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Graham Neubig
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Steven Bird
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Trevor Cohn
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Cross-Lingual Syntactically Informed Distributed Word Representations
Ivan Vulić
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Neural Probabilistic Model for Non-projective MST Parsing
Xuezhe Ma
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Eduard Hovy
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Multilingual Hierarchical Attention Networks for Document Classification
Nikolaos Pappas
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Andrei Popescu-Belis
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All-In-1 at IJCNLP-2017 Task 4: Short Text Classification with One Model for All Languages
Barbara Plank
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HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment
Ivan Vulić
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Daniela Gerz
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Douwe Kiela
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Felix Hill
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Anna Korhonen
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Cross-Lingual Named Entity Recognition via Wikification
Chen-Tse Tsai
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Stephen Mayhew
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Dan Roth
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Multilingual Semantic Parsing And Code-Switching
Long Duong
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Hadi Afshar
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Dominique Estival
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Glen Pink
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Philip Cohen
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Mark Johnson
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The Gavagai Living Lexicon
Magnus Sahlgren
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Amaru Cuba Gyllensten
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Fredrik Espinoza
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Ola Hamfors
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Jussi Karlgren
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Fredrik Olsson
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Per Persson
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Akshay Viswanathan
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Anders Holst
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Spanish Word Vectors from Wikipedia
Mathias Etcheverry
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Dina Wonsever
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Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource
Stéphan Tulkens
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Chris Emmery
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Walter Daelemans
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Comparing Pretrained Multilingual Word Embeddings on an Ontology Alignment Task
Dagmar Gromann
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Thierry Declerck
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Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl
Alexander Panchenko
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Eugen Ruppert
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Stefano Faralli
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Simone P. Ponzetto
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Chris Biemann
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Adapting Serious Game for Fallacious Argumentation to German: Pitfalls, Insights, and Best Practices
Ivan Habernal
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Patrick Pauli
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Iryna Gurevych
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Learning Word Vectors for 157 Languages
Edouard Grave
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Piotr Bojanowski
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Prakhar Gupta
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Armand Joulin
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Tomas Mikolov
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Robust Morphological Tagging with Word Representations
Thomas Müller
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Hinrich Schuetze
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Multiview LSA: Representation Learning via Generalized CCA
Pushpendre Rastogi
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Benjamin Van Durme
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Raman Arora
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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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Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić
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Goran Glavaš
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Nikola Mrkšić
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Anna Korhonen
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Specialising Word Vectors for Lexical Entailment
Ivan Vulić
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Nikola Mrkšić
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Multilingual Models for Compositional Distributed Semantics
Karl Moritz Hermann
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Phil Blunsom
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Low-Resource Semantic Role Labeling
Matthew R. Gormley
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Margaret Mitchell
|
Benjamin Van Durme
|
Mark Dredze
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POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process
Kairit Sirts
|
Jacob Eisenstein
|
Micha Elsner
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Sharon Goldwater
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Dependency-Based Word Embeddings
Omer Levy
|
Yoav Goldberg
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Building Sentiment Lexicons for All Major Languages
Yanqing Chen
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Steven Skiena
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Tailoring Continuous Word Representations for Dependency Parsing
Mohit Bansal
|
Kevin Gimpel
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Karen Livescu
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On the Role of Seed Lexicons in Learning Bilingual Word Embeddings
Ivan Vulić
|
Anna Korhonen
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Improving Coreference Resolution by Learning Entity-Level Distributed Representations
Kevin Clark
|
Christopher D. Manning
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Investigating Language Universal and Specific Properties in Word Embeddings
Peng Qian
|
Xipeng Qiu
|
Xuanjing Huang
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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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Multi-Modal Representations for Improved Bilingual Lexicon Learning
Ivan Vulić
|
Douwe Kiela
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Stephen Clark
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Marie-Francine Moens
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Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss
Barbara Plank
|
Anders Søgaard
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Yoav Goldberg
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Is “Universal Syntax” Universally Useful for Learning Distributed Word Representations?
Ivan Vulić
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Anna Korhonen
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Explicit Retrofitting of Distributional Word Vectors
Goran Glavaš
|
Ivan Vulić
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On the Limitations of Unsupervised Bilingual Dictionary Induction
Anders Søgaard
|
Sebastian Ruder
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Ivan Vulić
|
Stack-Pointer Networks for Dependency Parsing
Xuezhe Ma
|
Zecong Hu
|
Jingzhou Liu
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Nanyun Peng
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Graham Neubig
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Eduard Hovy
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Document Similarity for Texts of Varying Lengths via Hidden Topics
Hongyu Gong
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Tarek Sakakini
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Suma Bhat
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JinJun Xiong
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Pushing the Limits of Translation Quality Estimation
André F. T. Martins
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Marcin Junczys-Dowmunt
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Fabio N. Kepler
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Ramón Astudillo
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Chris Hokamp
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Roman Grundkiewicz
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Unsupervised Learning of Morphological Forests
Jiaming Luo
|
Karthik Narasimhan
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Regina Barzilay
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Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets
Rotem Dror
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Gili Baumer
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Marina Bogomolov
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Roi Reichart
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Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction
Daniela Gerz
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Ivan Vulić
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Edoardo Ponti
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Jason Naradowsky
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Roi Reichart
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Anna Korhonen
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Blinov: Distributed Representations of Words for Aspect-Based Sentiment Analysis at SemEval 2014
Pavel Blinov
|
Eugeny Kotelnikov
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UniPi: Recognition of Mentions of Disorders in Clinical Text
Giuseppe Attardi
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Vittoria Cozza
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Daniele Sartiano
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VectorSLU: A Continuous Word Vector Approach to Answer Selection in Community Question Answering Systems
Yonatan Belinkov
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Mitra Mohtarami
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Scott Cyphers
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James Glass
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MSejrKu at SemEval-2016 Task 14: Taxonomy Enrichment by Evidence Ranking
Michael Schlichtkrull
|
Héctor Martínez Alonso
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UdL at SemEval-2017 Task 1: Semantic Textual Similarity Estimation of English Sentence Pairs Using Regression Model over Pairwise Features
Hussein T. Al-Natsheh
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Lucie Martinet
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Fabrice Muhlenbach
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Djamel Abdelkader Zighed
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RUFINO at SemEval-2017 Task 2: Cross-lingual lexical similarity by extending PMI and word embeddings systems with a Swadesh’s-like list
Sergio Jimenez
|
George Dueñas
|
Lorena Gaitan
|
Jorge Segura
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Linguistic Regularities in Sparse and Explicit Word Representations
Omer Levy
|
Yoav Goldberg
|
Dependency Link Embeddings: Continuous Representations of Syntactic Substructures
Mohit Bansal
|
A Vector Space Approach for Aspect Based Sentiment Analysis
Abdulaziz Alghunaim
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Mitra Mohtarami
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Scott Cyphers
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Jim Glass
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Morpho-syntactic Regularities in Continuous Word Representations: A multilingual study.
Garrett Nicolai
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Colin Cherry
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Grzegorz Kondrak
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Findings of the 2016 Conference on Machine Translation
Ondřej Bojar
|
Rajen Chatterjee
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Christian Federmann
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Yvette Graham
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Barry Haddow
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Matthias Huck
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Antonio Jimeno Yepes
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Philipp Koehn
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Varvara Logacheva
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Christof Monz
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Matteo Negri
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Aurélie Névéol
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Mariana Neves
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Martin Popel
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Matt Post
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Raphael Rubino
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Carolina Scarton
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Lucia Specia
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Marco Turchi
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Karin Verspoor
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Marcos Zampieri
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Detecting Level of Belief in Chinese and Spanish
Juan Pablo Colomer
|
Keyu Lai
|
Owen Rambow
|
Opinion Mining in a Code-Mixed Environment: A Case Study with Government Portals
Deepak Gupta
|
Ankit Lamba
|
Asif Ekbal
|
Pushpak Bhattacharyya
|
Linear Ensembles of Word Embedding Models
Avo Muromägi
|
Kairit Sirts
|
Sven Laur
|
Cross-lingual Learning of Semantic Textual Similarity with Multilingual Word Representations
Johannes Bjerva
|
Robert Östling
|
Intrinsic and Extrinsic Evaluation of Spatiotemporal Text Representations in Twitter Streams
Lawrence Phillips
|
Kyle Shaffer
|
Dustin Arendt
|
Nathan Hodas
|
Svitlana Volkova
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What do we need to know about an unknown word when parsing German
Bich-Ngoc Do
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Ines Rehbein
|
Anette Frank
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Improving neural tagging with lexical information
Benoît Sagot
|
Héctor Martínez Alonso
|
Addressing Low-Resource Scenarios with Character-aware Embeddings
Sean Papay
|
Sebastian Padó
|
Ngoc Thang Vu
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The DipInfo-UniTo system for SRST 2018
Valerio Basile
|
Alessandro Mazzei
|
Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation
Zhong Zhou
|
Matthias Sperber
|
Alexander Waibel
|
http://www.unicode.org/reports/tr29/
http://meta.wikimedia.org/w/index
http://translate.google.com
Field Of Study
Linguistic Trends
Embeddings
Task
Tagging
Named Entity Recognition
Sentiment Analysis
Approach
Deep Learning
Language
Multilingual
Chinese
English
Hindi
Spanish
French
Arabic
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