NLPExplorer
Papers
Venues
Authors
Authors Timeline
Field of Study
URLs
ACL N-gram Stats
TweeNLP
API
Team
Better Word Representations with Recursive Neural Networks for Morphology
Thang Luong
|
Richard Socher
|
Christopher Manning
|
Paper Details:
Month: August
Year: 2013
Location: Sofia, Bulgaria
Venue:
CoNLL |
WS |
SIG: SIGNLL
Citations
URL
Deep Convolutional Neural Networks for Sentiment Analysis of Short Texts
Cícero dos Santos
|
Maíra Gatti
|
Co-learning of Word Representations and Morpheme Representations
Siyu Qiu
|
Qing Cui
|
Jiang Bian
|
Bin Gao
|
Tie-Yan Liu
|
A Probabilistic Model for Learning Multi-Prototype Word Embeddings
Fei Tian
|
Hanjun Dai
|
Jiang Bian
|
Bin Gao
|
Rui Zhang
|
Enhong Chen
|
Tie-Yan Liu
|
Modeling Newswire Events using Neural Networks for Anomaly Detection
Pradeep Dasigi
|
Eduard Hovy
|
Towards Semantic Validation of a Derivational Lexicon
Britta Zeller
|
Sebastian Padó
|
Jan Šnajder
|
Predictability of Distributional Semantics in Derivational Word Formation
Sebastian Padó
|
Aurélie Herbelot
|
Max Kisselew
|
Jan Šnajder
|
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling
Mittul Singh
|
Clayton Greenberg
|
Youssef Oualil
|
Dietrich Klakow
|
Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text
Aditya Joshi
|
Ameya Prabhu
|
Manish Shrivastava
|
Vasudeva Varma
|
Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings
Peyman Passban
|
Qun Liu
|
Andy Way
|
Aff2Vec: Affect–Enriched Distributional Word Representations
Sopan Khosla
|
Niyati Chhaya
|
Kushal Chawla
|
Learning to Generate Word Representations using Subword Information
Yeachan Kim
|
Kang-Min Kim
|
Ji-Min Lee
|
SangKeun Lee
|
What’s in Your Embedding, And How It Predicts Task Performance
Anna Rogers
|
Shashwath Hosur Ananthakrishna
|
Anna Rumshisky
|
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness
Gökhan Ercan
|
Olcay Taner Yıldız
|
Bilingual Word Embeddings for Phrase-Based Machine Translation
Will Y. Zou
|
Richard Socher
|
Daniel Cer
|
Christopher D. Manning
|
Word Semantic Representations using Bayesian Probabilistic Tensor Factorization
Jingwei Zhang
|
Jeremy Salwen
|
Michael Glass
|
Alfio Gliozzo
|
Glove: Global Vectors for Word Representation
Jeffrey Pennington
|
Richard Socher
|
Christopher Manning
|
Non-lexical neural architecture for fine-grained POS Tagging
Matthieu Labeau
|
Kevin Löser
|
Alexandre Allauzen
|
Learning Better Embeddings for Rare Words Using Distributional Representations
Irina Sergienya
|
Hinrich Schütze
|
Component-Enhanced Chinese Character Embeddings
Yanran Li
|
Wenjie Li
|
Fei Sun
|
Sujian Li
|
Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation
Wang Ling
|
Chris Dyer
|
Alan W Black
|
Isabel Trancoso
|
Ramón Fermandez
|
Silvio Amir
|
Luís Marujo
|
Tiago Luís
|
A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution
Shaohua Li
|
Jun Zhu
|
Chunyan Miao
|
Morphological Priors for Probabilistic Neural Word Embeddings
Parminder Bhatia
|
Robert Guthrie
|
Jacob Eisenstein
|
Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding
Huazheng Wang
|
Fei Tian
|
Bin Gao
|
Chengjieren Zhu
|
Jiang Bian
|
Tie-Yan Liu
|
WordRank: Learning Word Embeddings via Robust Ranking
Shihao Ji
|
Hyokun Yun
|
Pinar Yanardag
|
Shin Matsushima
|
S. V. N. Vishwanathan
|
Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary
Qi Zhang
|
Jin Qian
|
Ya Guo
|
Yaqian Zhou
|
Xuanjing Huang
|
LAMB: A Good Shepherd of Morphologically Rich Languages
Sebastian Ebert
|
Thomas Müller
|
Hinrich Schütze
|
The Effects of Data Size and Frequency Range on Distributional Semantic Models
Magnus Sahlgren
|
Alessandro Lenci
|
Learning Crosslingual Word Embeddings without Bilingual Corpora
Long Duong
|
Hiroshi Kanayama
|
Tengfei Ma
|
Steven Bird
|
Trevor Cohn
|
Charagram: Embedding Words and Sentences via Character n-grams
John Wieting
|
Mohit Bansal
|
Kevin Gimpel
|
Karen Livescu
|
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity
Daniela Gerz
|
Ivan Vulić
|
Felix Hill
|
Roi Reichart
|
Anna Korhonen
|
Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components
Jinxing Yu
|
Xun Jian
|
Hao Xin
|
Yangqiu Song
|
Exploiting Morphological Regularities in Distributional Word Representations
Arihant Gupta
|
Syed Sarfaraz Akhtar
|
Avijit Vajpayee
|
Arjit Srivastava
|
Madan Gopal Jhanwar
|
Manish Shrivastava
|
High-risk learning: acquiring new word vectors from tiny data
Aurélie Herbelot
|
Marco Baroni
|
A Sub-Character Architecture for Korean Language Processing
Karl Stratos
|
Quantifying Context Overlap for Training Word Embeddings
Yimeng Zhuang
|
Jinghui Xie
|
Yinhe Zheng
|
Xuan Zhu
|
Generalizing Word Embeddings using Bag of Subwords
Jinman Zhao
|
Sidharth Mudgal
|
Yingyu Liang
|
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models
Mohammad Taher Pilehvar
|
Dimitri Kartsaklis
|
Victor Prokhorov
|
Nigel Collier
|
Memory, Show the Way: Memory Based Few Shot Word Representation Learning
Jingyuan Sun
|
Shaonan Wang
|
Chengqing Zong
|
How to represent a word and predict it, too: Improving tied architectures for language modelling
Kristina Gulordava
|
Laura Aina
|
Gemma Boleda
|
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations
Aditi Chaudhary
|
Chunting Zhou
|
Lori Levin
|
Graham Neubig
|
David R. Mortensen
|
Jaime Carbonell
|
Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting
Dirk Hovy
|
Christoph Purschke
|
Siamese Network-Based Supervised Topic Modeling
Minghui Huang
|
Yanghui Rao
|
Yuwei Liu
|
Haoran Xie
|
Fu Lee Wang
|
Learning Gender-Neutral Word Embeddings
Jieyu Zhao
|
Yichao Zhou
|
Zeyu Li
|
Wei Wang
|
Kai-Wei Chang
|
Painless Semi-Supervised Morphological Segmentation using Conditional Random Fields
Teemu Ruokolainen
|
Oskar Kohonen
|
Sami Virpioja
|
Mikko Kurimo
|
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation
Ivan Vulić
|
Douwe Kiela
|
Anna Korhonen
|
Continuous N-gram Representations for Authorship Attribution
Yunita Sari
|
Andreas Vlachos
|
Mark Stevenson
|
Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources
Mohammad Taher Pilehvar
|
Nigel Collier
|
The Interplay of Semantics and Morphology in Word Embeddings
Oded Avraham
|
Yoav Goldberg
|
Geographical Evaluation of Word Embeddings
Michal Konkol
|
Tomáš Brychcín
|
Michal Nykl
|
Tomáš Hercig
|
Resources to Examine the Quality of Word Embedding Models Trained on n-Gram Data
Ábel Elekes
|
Adrian Englhardt
|
Martin Schäler
|
Klemens Böhm
|
DerivBase.hr: A High-Coverage Derivational Morphology Resource for Croatian
Jan Šnajder
|
Exploitation of Co-reference in Distributional Semantics
Dominik Schlechtweg
|
Word Embedding Evaluation and Combination
Sahar Ghannay
|
Benoit Favre
|
Yannick Estève
|
Nathalie Camelin
|
Advances in Pre-Training Distributed Word Representations
Tomas Mikolov
|
Edouard Grave
|
Piotr Bojanowski
|
Christian Puhrsch
|
Armand Joulin
|
Joint Learning of Sense and Word Embeddings
Mohammed Alsuhaibani
|
Danushka Bollegala
|
Evaluation of Croatian Word Embeddings
Lukáš Svoboda
|
Slobodan Beliga
|
Deep Multilingual Correlation for Improved Word Embeddings
Ang Lu
|
Weiran Wang
|
Mohit Bansal
|
Kevin Gimpel
|
Karen Livescu
|
Multiview LSA: Representation Learning via Generalized CCA
Pushpendre Rastogi
|
Benjamin Van Durme
|
Raman Arora
|
Morphological Word-Embeddings
Ryan Cotterell
|
Hinrich Schütze
|
Unsupervised Morphology Induction Using Word Embeddings
Radu Soricut
|
Franz Och
|
Bilingual lexicon extraction for a distant language pair using a small parallel corpus
Ximena Gutierrez-Vasques
|
Right-truncatable Neural Word Embeddings
Jun Suzuki
|
Masaaki Nagata
|
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders
Simon Šuster
|
Ivan Titov
|
Gertjan van Noord
|
Learning Visually Grounded Sentence Representations
Douwe Kiela
|
Alexis Conneau
|
Allan Jabri
|
Maximilian Nickel
|
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines
Fabio Petroni
|
Vassilis Plachouras
|
Timothy Nugent
|
Jochen L. Leidner
|
Frustratingly Easy Meta-Embedding – Computing Meta-Embeddings by Averaging Source Word Embeddings
Joshua Coates
|
Danushka Bollegala
|
POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process
Kairit Sirts
|
Jacob Eisenstein
|
Micha Elsner
|
Sharon Goldwater
|
Improving Lexical Embeddings with Semantic Knowledge
Mo Yu
|
Mark Dredze
|
An Exploration of Embeddings for Generalized Phrases
Wenpeng Yin
|
Hinrich Schütze
|
Community Evaluation and Exchange of Word Vectors at wordvectors.org
Manaal Faruqui
|
Chris Dyer
|
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations
Fei Sun
|
Jiafeng Guo
|
Yanyan Lan
|
Jun Xu
|
Xueqi Cheng
|
Orthogonality of Syntax and Semantics within Distributional Spaces
Jeff Mitchell
|
Mark Steedman
|
A Unified Learning Framework of Skip-Grams and Global Vectors
Jun Suzuki
|
Masaaki Nagata
|
Open IE as an Intermediate Structure for Semantic Tasks
Gabriel Stanovsky
|
Ido Dagan
|
Mausam
|
A Hierarchical Knowledge Representation for Expert Finding on Social Media
Yanran Li
|
Wenjie Li
|
Sujian Li
|
Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models
Minh-Thang Luong
|
Christopher D. Manning
|
Learning Word Meta-Embeddings
Wenpeng Yin
|
Hinrich Schütze
|
Morphological Smoothing and Extrapolation of Word Embeddings
Ryan Cotterell
|
Hinrich Schütze
|
Jason Eisner
|
A Character-level Decoder without Explicit Segmentation for Neural Machine Translation
Junyoung Chung
|
Kyunghyun Cho
|
Yoshua Bengio
|
Neural Machine Translation of Rare Words with Subword Units
Rico Sennrich
|
Barry Haddow
|
Alexandra Birch
|
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations
Alexandre Salle
|
Aline Villavicencio
|
Marco Idiart
|
Automatically Generating Rhythmic Verse with Neural Networks
Jack Hopkins
|
Douwe Kiela
|
Multimodal Word Distributions
Ben Athiwaratkun
|
Andrew Wilson
|
From Characters to Words to in Between: Do We Capture Morphology?
Clara Vania
|
Adam Lopez
|
Learning Character-level Compositionality with Visual Features
Frederick Liu
|
Han Lu
|
Chieh Lo
|
Graham Neubig
|
Probabilistic FastText for Multi-Sense Word Embeddings
Ben Athiwaratkun
|
Andrew Wilson
|
Anima Anandkumar
|
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors
Mikhail Khodak
|
Nikunj Saunshi
|
Yingyu Liang
|
Tengyu Ma
|
Brandon Stewart
|
Sanjeev Arora
|
Adversarial Contrastive Estimation
Avishek Joey Bose
|
Huan Ling
|
Yanshuai Cao
|
Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings
Yang Xu
|
Jiawei Liu
|
Wei Yang
|
Liusheng Huang
|
Batch IS NOT Heavy: Learning Word Representations From All Samples
Xin Xin
|
Fajie Yuan
|
Xiangnan He
|
Joemon M. Jose
|
A Distributional and Orthographic Aggregation Model for English Derivational Morphology
Daniel Deutsch
|
John Hewitt
|
Dan Roth
|
An Unsupervised Method for Uncovering Morphological Chains
Karthik Narasimhan
|
Regina Barzilay
|
Tommi Jaakkola
|
Improving Distributional Similarity with Lessons Learned from Word Embeddings
Omer Levy
|
Yoav Goldberg
|
Ido Dagan
|
Enriching Word Vectors with Subword Information
Piotr Bojanowski
|
Edouard Grave
|
Armand Joulin
|
Tomas Mikolov
|
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets
Rotem Dror
|
Gili Baumer
|
Marina Bogomolov
|
Roi Reichart
|
Joint Semantic Synthesis and Morphological Analysis of the Derived Word
Ryan Cotterell
|
Hinrich Schütze
|
Analysis Methods in Neural Language Processing: A Survey
Yonatan Belinkov
|
James Glass
|
Czech Dataset for Semantic Similarity and Relatedness
Miloslav Konopík
|
Ondřej Pražák
|
David Steinberger
|
Think Positive: Towards Twitter Sentiment Analysis from Scratch
Cícero dos Santos
|
A Mixture Model for Learning Multi-Sense Word Embeddings
Dai Quoc Nguyen
|
Dat Quoc Nguyen
|
Ashutosh Modi
|
Stefan Thater
|
Manfred Pinkal
|
HCCL at SemEval-2017 Task 2: Combining Multilingual Word Embeddings and Transliteration Model for Semantic Similarity
Junqing He
|
Long Wu
|
Xuemin Zhao
|
Yonghong Yan
|
The Limitations of Cross-language Word Embeddings Evaluation
Amir Bakarov
|
Roman Suvorov
|
Ilya Sochenkov
|
Analysis of Word Embeddings and Sequence Features for Clinical Information Extraction
Lance De Vine
|
Mahnoosh Kholghi
|
Guido Zuccon
|
Laurianne Sitbon
|
Anthony Nguyen
|
Obtaining a Better Understanding of Distributional Models of German Derivational Morphology
Max Kisselew
|
Sebastian Padó
|
Alexis Palmer
|
Jan Šnajder
|
Learning Distributed Representations for Multilingual Text Sequences
Hieu Pham
|
Thang Luong
|
Christopher Manning
|
Bilingual Word Representations with Monolingual Quality in Mind
Thang Luong
|
Hieu Pham
|
Christopher D. Manning
|
A Joint Model for Word Embedding and Word Morphology
Kris Cao
|
Marek Rei
|
Quantifying the Vanishing Gradient and Long Distance Dependency Problem in Recursive Neural Networks and Recursive LSTMs
Phong Le
|
Willem Zuidema
|
Mapping Unseen Words to Task-Trained Embedding Spaces
Pranava Swaroop Madhyastha
|
Mohit Bansal
|
Kevin Gimpel
|
Karen Livescu
|
Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance
Billy Chiu
|
Anna Korhonen
|
Sampo Pyysalo
|
A critique of word similarity as a method for evaluating distributional semantic models
Miroslav Batchkarov
|
Thomas Kober
|
Jeremy Reffin
|
Julie Weeds
|
David Weir
|
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks
Manaal Faruqui
|
Yulia Tsvetkov
|
Pushpendre Rastogi
|
Chris Dyer
|
A Syllable-based Technique for Word Embeddings of Korean Words
Sanghyuk Choi
|
Taeuk Kim
|
Jinseok Seol
|
Sang-goo Lee
|
What do we need to know about an unknown word when parsing German
Bich-Ngoc Do
|
Ines Rehbein
|
Anette Frank
|
Evaluation of word embeddings against cognitive processes: primed reaction times in lexical decision and naming tasks
Jeremy Auguste
|
Arnaud Rey
|
Benoit Favre
|
Fully Delexicalized Contexts for Syntax-Based Word Embeddings
Jenna Kanerva
|
Sampo Pyysalo
|
Filip Ginter
|
Are doggies really nicer than dogs? The impact of morphological derivation on emotional valence in German
Gabriella Lapesa
|
Sebastian Padó
|
Tillmann Pross
|
Antje Rossdeutscher
|
LexSubNC: A Dataset of Lexical Substitution for Nominal Compounds
Rodrigo Wilkens
|
Leonardo Zilio
|
Silvio Ricardo Cordeiro
|
Felipe Paula
|
Carlos Ramisch
|
Marco Idiart
|
Aline Villavicencio
|
Addressing Low-Resource Scenarios with Character-aware Embeddings
Sean Papay
|
Sebastian Padó
|
Ngoc Thang Vu
|
Subword-level Composition Functions for Learning Word Embeddings
Bofang Li
|
Aleksandr Drozd
|
Tao Liu
|
Xiaoyong Du
|
Incorporating Subword Information into Matrix Factorization Word Embeddings
Alexandre Salle
|
Aline Villavicencio
|
Compositional Morpheme Embeddings with Affixes as Functions and Stems as Arguments
Daniel Edmiston
|
Karl Stratos
|
Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline
Kawin Ethayarajh
|
Characters or Morphemes: How to Represent Words?
Ahmet Üstün
|
Murathan Kurfalı
|
Burcu Can
|
Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models
Avery Hiebert
|
Cole Peterson
|
Alona Fyshe
|
Nishant Mehta
|
Retrieval Term Prediction Using Deep Belief Networks
Qing Ma
|
Ibuki Tanigawa
|
Masaki Murata
|
Recurrent Neural Network Based Loanwords Identification in Uyghur
Chenggang Mi
|
Yating Yang
|
Xi Zhou
|
Lei Wang
|
Xiao Li
|
Tonghai Jiang
|
http://nlp.stanford.edu/
http://ronan.collobert.com/senna/
http://www-nlp.stanford.edu/
Field Of Study
Linguistic Trends
Embeddings
Morphology
Approach
Deep Learning
Language
English
French
Arabic
Similar Papers
Cross Language Dependency Parsing using a Bilingual Lexicon
Hai Zhao
|
Yan Song
|
Chunyu Kit
|
Guodong Zhou
|
Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models
Arne Mauser
|
Saša Hasan
|
Hermann Ney
|
Integrating Graph-Based and Transition-Based Dependency Parsers
Joakim Nivre
|
Ryan McDonald
|
A treebank-based study on the influence of Italian word order on parsing performance
Anita Alicante
|
Cristina Bosco
|
Anna Corazza
|
Alberto Lavelli
|
Improving Arabic-Chinese Statistical Machine Translation using English as Pivot Language
Nizar Habash
|
Jun Hu
|