Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing

Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor 2015-06 Association for Computational Linguistics Denver, Colorado text conference publication ws-2015-vector https://aclanthology.org/W15-1500/ A Simple Word Embedding Model for Lexical Substitution Oren Melamud author Omer Levy author Ido Dagan author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication melamud-etal-2015-simple 10.3115/v1/W15-1501 https://aclanthology.org/W15-1501/ 2015-06 1 7 Unsupervised Text Normalization Using Distributed Representations of Words and Phrases Vivek Kumar Rangarajan Sridhar author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication rangarajan-sridhar-2015-unsupervised 10.3115/v1/W15-1502 https://aclanthology.org/W15-1502/ 2015-06 8 16 A Multi-classifier Approach to support Coreference Resolution in a Vector Space Model Ana Zelaia author Olatz Arregi author Basilio Sierra author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication zelaia-etal-2015-multi 10.3115/v1/W15-1503 https://aclanthology.org/W15-1503/ 2015-06 17 24 Neural context embeddings for automatic discovery of word senses Mikael Kågebäck author Fredrik Johansson author Richard Johansson author Devdatt Dubhashi author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication kageback-etal-2015-neural 10.3115/v1/W15-1504 https://aclanthology.org/W15-1504/ 2015-06 25 32 Distributional Representations of Words for Short Text Classification Chenglong Ma author Weiqun Xu author Peijia Li author Yonghong Yan author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication ma-etal-2015-distributional 10.3115/v1/W15-1505 https://aclanthology.org/W15-1505/ 2015-06 33 38 Relation Extraction: Perspective from Convolutional Neural Networks Thien Huu Nguyen author Ralph Grishman author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication nguyen-grishman-2015-relation 10.3115/v1/W15-1506 https://aclanthology.org/W15-1506/ 2015-06 39 48 Distributional Semantic Concept Models for Entity Relation Discovery Jay Urbain author Glenn Bushee author George Kowalski author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication urbain-etal-2015-distributional 10.3115/v1/W15-1507 https://aclanthology.org/W15-1507/ 2015-06 49 55 A Deep Architecture for Non-Projective Dependency Parsing Erick Fonseca author Sandra Aluísio author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication fonseca-aluisio-2015-deep 10.3115/v1/W15-1508 https://aclanthology.org/W15-1508/ 2015-06 56 61 Short Text Clustering via Convolutional Neural Networks Jiaming Xu author Peng Wang author Guanhua Tian author Bo Xu author Jun Zhao author Fangyuan Wang author Hongwei Hao author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication xu-etal-2015-short 10.3115/v1/W15-1509 https://aclanthology.org/W15-1509/ 2015-06 62 69 A Word-Embedding-based Sense Index for Regular Polysemy Representation Marco Del Tredici author Núria Bel author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication del-tredici-bel-2015-word 10.3115/v1/W15-1510 https://aclanthology.org/W15-1510/ 2015-06 70 78 Simple Semi-Supervised POS Tagging Karl Stratos author Michael Collins author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication stratos-collins-2015-simple 10.3115/v1/W15-1511 https://aclanthology.org/W15-1511/ 2015-06 79 87 Learning Distributed Representations for Multilingual Text Sequences Hieu Pham author Thang Luong author Christopher Manning author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication pham-etal-2015-learning 10.3115/v1/W15-1512 https://aclanthology.org/W15-1512/ 2015-06 88 94 Combining Distributed Vector Representations for Words Justin Garten author Kenji Sagae author Volkan Ustun author Morteza Dehghani author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication garten-etal-2015-combining 10.3115/v1/W15-1513 https://aclanthology.org/W15-1513/ 2015-06 95 101 Dependency Link Embeddings: Continuous Representations of Syntactic Substructures Mohit Bansal author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication bansal-2015-dependency 10.3115/v1/W15-1514 https://aclanthology.org/W15-1514/ 2015-06 102 108 DeepNL: a Deep Learning NLP pipeline Giuseppe Attardi author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication attardi-2015-deepnl 10.3115/v1/W15-1515 https://aclanthology.org/W15-1515/ 2015-06 109 115 A Vector Space Approach for Aspect Based Sentiment Analysis Abdulaziz Alghunaim author Mitra Mohtarami author Scott Cyphers author Jim Glass author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication alghunaim-etal-2015-vector 10.3115/v1/W15-1516 https://aclanthology.org/W15-1516/ 2015-06 116 122 Word Embeddings vs Word Types for Sequence Labeling: the Curious Case of CV Parsing Melanie Tosik author Carsten Lygteskov Hansen author Gerard Goossen author Mihai Rotaru author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication tosik-etal-2015-word 10.3115/v1/W15-1517 https://aclanthology.org/W15-1517/ 2015-06 123 128 Morpho-syntactic Regularities in Continuous Word Representations: A multilingual study. Garrett Nicolai author Colin Cherry author Grzegorz Kondrak author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication nicolai-etal-2015-morpho 10.3115/v1/W15-1518 https://aclanthology.org/W15-1518/ 2015-06 129 134 Towards Combined Matrix and Tensor Factorization for Universal Schema Relation Extraction Sameer Singh author Tim Rocktäschel author Sebastian Riedel author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication singh-etal-2015-towards 10.3115/v1/W15-1519 https://aclanthology.org/W15-1519/ 2015-06 135 142 Neural word embeddings with multiplicative feature interactions for tensor-based compositions Joo-Kyung Kim author Marie-Catherine de Marneffe author Eric Fosler-Lussier author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication kim-etal-2015-neural 10.3115/v1/W15-1520 https://aclanthology.org/W15-1520/ 2015-06 143 150 Bilingual Word Representations with Monolingual Quality in Mind Thang Luong author Hieu Pham author Christopher D Manning author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication luong-etal-2015-bilingual 10.3115/v1/W15-1521 https://aclanthology.org/W15-1521/ 2015-06 151 159 Distributed Word Representations Improve NER for e-Commerce Mahesh Joshi author Ethan Hart author Mirko Vogel author Jean-David Ruvini author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication joshi-etal-2015-distributed 10.3115/v1/W15-1522 https://aclanthology.org/W15-1522/ 2015-06 160 167 Semantic Information Extraction for Improved Word Embeddings Jiaqiang Chen author Gerard de Melo author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication chen-de-melo-2015-semantic 10.3115/v1/W15-1523 https://aclanthology.org/W15-1523/ 2015-06 168 175 Named Entity Recognition for Arabic Social Media Ayah Zirikly author Mona Diab author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication zirikly-diab-2015-named 10.3115/v1/W15-1524 https://aclanthology.org/W15-1524/ 2015-06 176 185 Vector Space Models for Scientific Document Summarization John Conroy author Sashka Davis author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication conroy-davis-2015-vector 10.3115/v1/W15-1525 https://aclanthology.org/W15-1525/ 2015-06 186 191 Unsupervised Topic Modeling for Short Texts Using Distributed Representations of Words Vivek Kumar Rangarajan Sridhar author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication rangarajan-sridhar-2015-unsupervised-topic 10.3115/v1/W15-1526 https://aclanthology.org/W15-1526/ 2015-06 192 200 Estimating User Location in Social Media with Stacked Denoising Auto-encoders Ji Liu author Diana Inkpen author 2015-06 text Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing Phil Blunsom editor Shay Cohen editor Paramveer Dhillon editor Percy Liang editor Association for Computational Linguistics Denver, Colorado conference publication liu-inkpen-2015-estimating 10.3115/v1/W15-1527 https://aclanthology.org/W15-1527/ 2015-06 201 210