Proceedings of the 1st Workshop on Representation Learning for NLP

Proceedings of the 1st Workshop on Representation Learning for NLP Phil Blunsom Kyunghyun Cho Shay Cohen Edward Grefenstette Karl Moritz Hermann Laura Rimell Jason Weston Scott Wen-tau Yih August 2016

Berlin, Germany

Association for Computational Linguistics http://anthology.aclweb.org/W16-16 book RepL4NLP:2016 Explaining Predictions of Non-Linear Classifiers in NLP LeilaArras FranziskaHorn GrégoireMontavon Klaus-RobertMüller WojciechSamek Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 1–7 http://anthology.aclweb.org/W16-1601 inproceedings arras-EtAl:2016:RepL4NLP Joint Learning of Sentence Embeddings for Relevance and Entailment PetrBaudiš SilvestrStanko JanŠedivý Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 8–17 http://anthology.aclweb.org/W16-1602 inproceedings baudivs-stanko-vsedivy:2016:RepL4NLP A Joint Model for Word Embedding and Word Morphology KrisCao MarekRei Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 18–26 http://anthology.aclweb.org/W16-1603 inproceedings cao-rei:2016:RepL4NLP On the Compositionality and Semantic Interpretation of English Noun Compounds CorinaDima Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 27–39 http://anthology.aclweb.org/W16-1604 inproceedings dima:2016:RepL4NLP Functional Distributional Semantics GuyEmerson AnnCopestake Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 40–52 http://anthology.aclweb.org/W16-1605 W16-1605.Poster.pdf inproceedings emerson-copestake:2016:RepL4NLP Assisting Discussion Forum Users using Deep Recurrent Neural Networks JacobHagstedt P Suorra OlofMogren Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 53–61 http://anthology.aclweb.org/W16-1606 inproceedings hagstedtpsuorra-mogren:2016:RepL4NLP Adjusting Word Embeddings with Semantic Intensity Orders Joo-KyungKim Marie-Catherinede Marneffe EricFosler-Lussier Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 62–69 http://anthology.aclweb.org/W16-1607 inproceedings kim-demarneffe-foslerlussier:2016:RepL4NLP Towards Abstraction from Extraction: Multiple Timescale Gated Recurrent Unit for Summarization MinsooKim Dennis SinghMoirangthem MinhoLee Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 70–77 http://anthology.aclweb.org/W16-1608 inproceedings kim-moirangthem-lee:2016:RepL4NLP An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation Jey HanLau TimothyBaldwin Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 78–86 http://anthology.aclweb.org/W16-1609 inproceedings lau-baldwin:2016:RepL4NLP Quantifying the Vanishing Gradient and Long Distance Dependency Problem in Recursive Neural Networks and Recursive LSTMs PhongLe WillemZuidema Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 87–93 http://anthology.aclweb.org/W16-1610 inproceedings le-zuidema:2016:RepL4NLP LSTM-Based Mixture-of-Experts for Knowledge-Aware Dialogues PhongLe MarcDymetman Jean-MichelRenders Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 94–99 http://anthology.aclweb.org/W16-1611 inproceedings le-dymetman-renders:2016:RepL4NLP Mapping Unseen Words to Task-Trained Embedding Spaces Pranava SwaroopMadhyastha MohitBansal KevinGimpel KarenLivescu Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 100–110 http://anthology.aclweb.org/W16-1612 inproceedings madhyastha-EtAl:2016:RepL4NLP Multilingual Modal Sense Classification using a Convolutional Neural Network AnaMarasović AnetteFrank Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 111–120 http://anthology.aclweb.org/W16-1613 inproceedings marasovic-frank:2016:RepL4NLP Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders Antonio ValerioMiceli Barone Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 121–126 http://anthology.aclweb.org/W16-1614 inproceedings micelibarone:2016:RepL4NLP Decomposing Bilexical Dependencies into Semantic and Syntactic Vectors JeffMitchell Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 127–136 http://anthology.aclweb.org/W16-1615 inproceedings mitchell:2016:RepL4NLP Learning Semantic Relatedness in Community Question Answering Using Neural Models HenryNassif MitraMohtarami JamesGlass Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 137–147 http://anthology.aclweb.org/W16-1616 inproceedings nassif-mohtarami-glass:2016:RepL4NLP Learning Text Similarity with Siamese Recurrent Networks PaulNeculoiu MaartenVersteegh MihaiRotaru Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 148–157 http://anthology.aclweb.org/W16-1617 inproceedings neculoiu-versteegh-rotaru:2016:RepL4NLP A Two-stage Approach for Extending Event Detection to New Types via Neural Networks Thien HuuNguyen LishengFu KyunghyunCho RalphGrishman Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 158–165 http://anthology.aclweb.org/W16-1618 inproceedings nguyen-EtAl:2016:RepL4NLP Parameterized context windows in Random Indexing TobiasNorlund DavidNilsson MagnusSahlgren Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 166–173 http://anthology.aclweb.org/W16-1619 inproceedings norlund-nilsson-sahlgren:2016:RepL4NLP Making Sense of Word Embeddings MariaPelevina NikolayArefiev ChrisBiemann AlexanderPanchenko Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 174–183 http://anthology.aclweb.org/W16-1620 inproceedings pelevina-EtAl:2016:RepL4NLP Pair Distance Distribution: A Model of Semantic Representation YonatanRamni OdedMaimon EvgeniKhmelnitsky Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 184–192 http://anthology.aclweb.org/W16-1621 inproceedings ramni-maimon-khmelnitsky:2016:RepL4NLP Measuring Semantic Similarity of Words Using Concept Networks GáborRecski EszterIklódi KatalinPajkossy AndrasKornai Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 193–200 http://anthology.aclweb.org/W16-1622 inproceedings recski-EtAl:2016:RepL4NLP Using Embedding Masks for Word Categorization StefanRuseti TraianRebedea StefanTrausan-Matu Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 201–205 http://anthology.aclweb.org/W16-1623 inproceedings ruseti-rebedea-trausanmatu:2016:RepL4NLP Sparsifying Word Representations for Deep Unordered Sentence Modeling PrasannaSattigeri JayaramanJ. Thiagarajan Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 206–214 http://anthology.aclweb.org/W16-1624 inproceedings sattigeri-jthiagarajan:2016:RepL4NLP Why "Blow Out"? A Structural Analysis of the Movie Dialog Dataset RichardSearle MeganBingham-Walker Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 215–221 http://anthology.aclweb.org/W16-1625 inproceedings searle-binghamwalker:2016:RepL4NLP Learning Word Importance with the Neural Bag-of-Words Model ImranSheikh IrinaIllina DominiqueFohr GeorgesLinarès Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 222–229 http://anthology.aclweb.org/W16-1626 inproceedings sheikh-EtAl:2016:RepL4NLP A Vector Model for Type-Theoretical Semantics KonstantinSokolov Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 230–238 http://anthology.aclweb.org/W16-1627 inproceedings sokolov:2016:RepL4NLP Towards Generalizable Sentence Embeddings EleniTriantafillou Jamie RyanKiros RaquelUrtasun RichardZemel Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 239–248 http://anthology.aclweb.org/W16-1628 inproceedings triantafillou-EtAl:2016:RepL4NLP Domain Adaptation for Neural Networks by Parameter Augmentation YusukeWatanabe KazumaHashimoto YoshimasaTsuruoka Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 249–257 http://anthology.aclweb.org/W16-1629 inproceedings watanabe-hashimoto-tsuruoka:2016:RepL4NLP Neural Associative Memory for Dual-Sequence Modeling DirkWeissenborn Proceedings of the 1st Workshop on Representation Learning for NLP August 2016

Berlin, Germany

Association for Computational Linguistics 258–266 http://anthology.aclweb.org/W16-1630 inproceedings weissenborn:2016:RepL4NLP