Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
2016-08
Association for Computational Linguistics
Berlin, Germany
text
conference publication
ws-2016-representation
10.18653/v1/W16-16
https://aclanthology.org/W16-1600
Explaining Predictions of Non-Linear Classifiers in NLP
Leila
Arras
author
Franziska
Horn
author
Grégoire
Montavon
author
Klaus-Robert
Müller
author
Wojciech
Samek
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
arras-etal-2016-explaining
10.18653/v1/W16-1601
https://aclanthology.org/W16-1601
2016-08
1
7
Joint Learning of Sentence Embeddings for Relevance and Entailment
Petr
Baudiš
author
Silvestr
Stanko
author
Jan
Šedivý
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
baudis-etal-2016-joint
10.18653/v1/W16-1602
https://aclanthology.org/W16-1602
2016-08
8
17
A Joint Model for Word Embedding and Word Morphology
Kris
Cao
author
Marek
Rei
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
cao-rei-2016-joint
10.18653/v1/W16-1603
https://aclanthology.org/W16-1603
2016-08
18
26
On the Compositionality and Semantic Interpretation of English Noun Compounds
Corina
Dima
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
dima-2016-compositionality
10.18653/v1/W16-1604
https://aclanthology.org/W16-1604
2016-08
27
39
Functional Distributional Semantics
Guy
Emerson
author
Ann
Copestake
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
emerson-copestake-2016-functional
10.18653/v1/W16-1605
https://aclanthology.org/W16-1605
2016-08
40
52
Assisting Discussion Forum Users using Deep Recurrent Neural Networks
Jacob
Hagstedt P Suorra
author
Olof
Mogren
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
hagstedt-p-suorra-mogren-2016-assisting
10.18653/v1/W16-1606
https://aclanthology.org/W16-1606
2016-08
53
61
Adjusting Word Embeddings with Semantic Intensity Orders
Joo-Kyung
Kim
author
Marie-Catherine
de Marneffe
author
Eric
Fosler-Lussier
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
kim-etal-2016-adjusting
10.18653/v1/W16-1607
https://aclanthology.org/W16-1607
2016-08
62
69
Towards Abstraction from Extraction: Multiple Timescale Gated Recurrent Unit for Summarization
Minsoo
Kim
author
Dennis
Singh
Moirangthem
author
Minho
Lee
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
kim-etal-2016-towards
10.18653/v1/W16-1608
https://aclanthology.org/W16-1608
2016-08
70
77
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation
Jey
Han
Lau
author
Timothy
Baldwin
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
lau-baldwin-2016-empirical
10.18653/v1/W16-1609
https://aclanthology.org/W16-1609
2016-08
78
86
Quantifying the Vanishing Gradient and Long Distance Dependency Problem in Recursive Neural Networks and Recursive LSTMs
Phong
Le
author
Willem
Zuidema
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
le-zuidema-2016-quantifying
10.18653/v1/W16-1610
https://aclanthology.org/W16-1610
2016-08
87
93
LSTM-Based Mixture-of-Experts for Knowledge-Aware Dialogues
Phong
Le
author
Marc
Dymetman
author
Jean-Michel
Renders
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
le-etal-2016-lstm
10.18653/v1/W16-1611
https://aclanthology.org/W16-1611
2016-08
94
99
Mapping Unseen Words to Task-Trained Embedding Spaces
Pranava
Swaroop
Madhyastha
author
Mohit
Bansal
author
Kevin
Gimpel
author
Karen
Livescu
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
madhyastha-etal-2016-mapping
10.18653/v1/W16-1612
https://aclanthology.org/W16-1612
2016-08
100
110
Multilingual Modal Sense Classification using a Convolutional Neural Network
Ana
Marasović
author
Anette
Frank
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
marasovic-frank-2016-multilingual
10.18653/v1/W16-1613
https://aclanthology.org/W16-1613
2016-08
111
120
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders
Antonio
Valerio
Miceli Barone
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
miceli-barone-2016-towards
10.18653/v1/W16-1614
https://aclanthology.org/W16-1614
2016-08
121
126
Decomposing Bilexical Dependencies into Semantic and Syntactic Vectors
Jeff
Mitchell
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
mitchell-2016-decomposing
10.18653/v1/W16-1615
https://aclanthology.org/W16-1615
2016-08
127
136
Learning Semantic Relatedness in Community Question Answering Using Neural Models
Henry
Nassif
author
Mitra
Mohtarami
author
James
Glass
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
nassif-etal-2016-learning
10.18653/v1/W16-1616
https://aclanthology.org/W16-1616
2016-08
137
147
Learning Text Similarity with Siamese Recurrent Networks
Paul
Neculoiu
author
Maarten
Versteegh
author
Mihai
Rotaru
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
neculoiu-etal-2016-learning
10.18653/v1/W16-1617
https://aclanthology.org/W16-1617
2016-08
148
157
A Two-stage Approach for Extending Event Detection to New Types via Neural Networks
Thien
Huu
Nguyen
author
Lisheng
Fu
author
Kyunghyun
Cho
author
Ralph
Grishman
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
nguyen-etal-2016-two
10.18653/v1/W16-1618
https://aclanthology.org/W16-1618
2016-08
158
165
Parameterized context windows in Random Indexing
Tobias
Norlund
author
David
Nilsson
author
Magnus
Sahlgren
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
norlund-etal-2016-parameterized
10.18653/v1/W16-1619
https://aclanthology.org/W16-1619
2016-08
166
173
Making Sense of Word Embeddings
Maria
Pelevina
author
Nikolay
Arefiev
author
Chris
Biemann
author
Alexander
Panchenko
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
pelevina-etal-2016-making
10.18653/v1/W16-1620
https://aclanthology.org/W16-1620
2016-08
174
183
Pair Distance Distribution: A Model of Semantic Representation
Yonatan
Ramni
author
Oded
Maimon
author
Evgeni
Khmelnitsky
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
ramni-etal-2016-pair
10.18653/v1/W16-1621
https://aclanthology.org/W16-1621
2016-08
184
192
Measuring Semantic Similarity of Words Using Concept Networks
Gábor
Recski
author
Eszter
Iklódi
author
Katalin
Pajkossy
author
András
Kornai
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
recski-etal-2016-measuring
10.18653/v1/W16-1622
https://aclanthology.org/W16-1622
2016-08
193
200
Using Embedding Masks for Word Categorization
Stefan
Ruseti
author
Traian
Rebedea
author
Stefan
Trausan-Matu
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
ruseti-etal-2016-using
10.18653/v1/W16-1623
https://aclanthology.org/W16-1623
2016-08
201
205
Sparsifying Word Representations for Deep Unordered Sentence Modeling
Prasanna
Sattigeri
author
Jayaraman
J. Thiagarajan
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
sattigeri-j-thiagarajan-2016-sparsifying
10.18653/v1/W16-1624
https://aclanthology.org/W16-1624
2016-08
206
214
Why “Blow Out”? A Structural Analysis of the Movie Dialog Dataset
Richard
Searle
author
Megan
Bingham-Walker
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
searle-bingham-walker-2016-blow
10.18653/v1/W16-1625
https://aclanthology.org/W16-1625
2016-08
215
221
Learning Word Importance with the Neural Bag-of-Words Model
Imran
Sheikh
author
Irina
Illina
author
Dominique
Fohr
author
Georges
Linarès
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
sheikh-etal-2016-learning
10.18653/v1/W16-1626
https://aclanthology.org/W16-1626
2016-08
222
229
A Vector Model for Type-Theoretical Semantics
Konstantin
Sokolov
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
sokolov-2016-vector
10.18653/v1/W16-1627
https://aclanthology.org/W16-1627
2016-08
230
238
Towards Generalizable Sentence Embeddings
Eleni
Triantafillou
author
Jamie
Ryan
Kiros
author
Raquel
Urtasun
author
Richard
Zemel
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
triantafillou-etal-2016-towards
10.18653/v1/W16-1628
https://aclanthology.org/W16-1628
2016-08
239
248
Domain Adaptation for Neural Networks by Parameter Augmentation
Yusuke
Watanabe
author
Kazuma
Hashimoto
author
Yoshimasa
Tsuruoka
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
watanabe-etal-2016-domain
10.18653/v1/W16-1629
https://aclanthology.org/W16-1629
2016-08
249
257
Neural Associative Memory for Dual-Sequence Modeling
Dirk
Weissenborn
author
2016-08
text
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil
Blunsom
editor
Kyunghyun
Cho
editor
Shay
Cohen
editor
Edward
Grefenstette
editor
Karl
Moritz
Hermann
editor
Laura
Rimell
editor
Jason
Weston
editor
Scott
Wen-tau
Yih
editor
Association for Computational Linguistics
Berlin, Germany
conference publication
weissenborn-2016-neural
10.18653/v1/W16-1630
https://aclanthology.org/W16-1630
2016-08
258
266