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 Shay Cohen Paramveer Dhillon Percy Liang June 2015

Denver, Colorado

Association for Computational Linguistics http://www.aclweb.org/anthology/W15-15 book VSM-NLP:2015 A Simple Word Embedding Model for Lexical Substitution OrenMelamud OmerLevy IdoDagan Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 1–7 http://www.aclweb.org/anthology/W15-1501 inproceedings melamud-levy-dagan:2015:VSM-NLP Unsupervised Text Normalization Using Distributed Representations of Words and Phrases Vivek KumarRangarajan Sridhar Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 8–16 http://www.aclweb.org/anthology/W15-1502 inproceedings rangarajansridhar:2015:VSM-NLP1 A Multi-classifier Approach to support Coreference Resolution in a Vector Space Model AnaZelaia OlatzArregi BasilioSierra Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 17–24 http://www.aclweb.org/anthology/W15-1503 inproceedings zelaia-arregi-sierra:2015:VSM-NLP Neural context embeddings for automatic discovery of word senses MikaelKågebäck FredrikJohansson RichardJohansson DevdattDubhashi Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 25–32 http://www.aclweb.org/anthology/W15-1504 inproceedings krageback-EtAl:2015:VSM-NLP Distributional Representations of Words for Short Text Classification ChenglongMa WeiqunXu PeijiaLi YonghongYan Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 33–38 http://www.aclweb.org/anthology/W15-1505 inproceedings ma-EtAl:2015:VSM-NLP Relation Extraction: Perspective from Convolutional Neural Networks Thien HuuNguyen RalphGrishman Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 39–48 http://www.aclweb.org/anthology/W15-1506 inproceedings nguyen-grishman:2015:VSM-NLP Distributional Semantic Concept Models for Entity Relation Discovery JayUrbain GlennBushee GeorgeKowalski Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 49–55 http://www.aclweb.org/anthology/W15-1507 inproceedings urbain-bushee-kowalski:2015:VSM-NLP A Deep Architecture for Non-Projective Dependency Parsing ErickFonseca SandraAluísio Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 56–61 http://www.aclweb.org/anthology/W15-1508 inproceedings fonseca-aluisio:2015:VSM-NLP Short Text Clustering via Convolutional Neural Networks jiamingxu pengwang guanhuatian boxu junzhao fangyuanwang hongweihao Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 62–69 http://www.aclweb.org/anthology/W15-1509 inproceedings xu-EtAl:2015:VSM-NLP A Word-Embedding-based Sense Index for Regular Polysemy Representation MarcoDel Tredici NúriaBel Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 70–78 http://www.aclweb.org/anthology/W15-1510 inproceedings deltredici-bel:2015:VSM-NLP Simple Semi-Supervised POS Tagging KarlStratos MichaelCollins Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 79–87 http://www.aclweb.org/anthology/W15-1511 inproceedings stratos-collins:2015:VSM-NLP Learning Distributed Representations for Multilingual Text Sequences HieuPham ThangLuong ChristopherManning Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 88–94 http://www.aclweb.org/anthology/W15-1512 inproceedings pham-luong-manning:2015:VSM-NLP Combining Distributed Vector Representations for Words JustinGarten KenjiSagae VolkanUstun MortezaDehghani Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 95–101 http://www.aclweb.org/anthology/W15-1513 inproceedings garten-EtAl:2015:VSM-NLP Dependency Link Embeddings: Continuous Representations of Syntactic Substructures MohitBansal Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 102–108 http://www.aclweb.org/anthology/W15-1514 inproceedings bansal:2015:VSM-NLP DeepNL: a Deep Learning NLP pipeline GiuseppeAttardi Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 109–115 http://www.aclweb.org/anthology/W15-1515 inproceedings attardi:2015:VSM-NLP A Vector Space Approach for Aspect Based Sentiment Analysis AbdulazizAlghunaim MitraMohtarami ScottCyphers JimGlass Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 116–122 http://www.aclweb.org/anthology/W15-1516 inproceedings alghunaim-EtAl:2015:VSM-NLP Word Embeddings vs Word Types for Sequence Labeling: the Curious Case of CV Parsing MelanieTosik CarstenLygteskov Hansen GerardGoossen MihaiRotaru Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 123–128 http://www.aclweb.org/anthology/W15-1517 inproceedings tosik-EtAl:2015:VSM-NLP Morpho-syntactic Regularities in Continuous Word Representations: A multilingual study. GarrettNicolai ColinCherry GrzegorzKondrak Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 129–134 http://www.aclweb.org/anthology/W15-1518 inproceedings nicolai-cherry-kondrak:2015:VSM-NLP Towards Combined Matrix and Tensor Factorization for Universal Schema Relation Extraction SameerSingh TimRocktäschel SebastianRiedel Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 135–142 http://www.aclweb.org/anthology/W15-1519 inproceedings singh-rocktaschel-riedel:2015:VSM-NLP Neural word embeddings with multiplicative feature interactions for tensor-based compositions Joo-KyungKim Marie-Catherinede Marneffe EricFosler-Lussier Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 143–150 http://www.aclweb.org/anthology/W15-1520 inproceedings kim-demarneffe-foslerlussier:2015:VSM-NLP Bilingual Word Representations with Monolingual Quality in Mind ThangLuong HieuPham Christopher D.Manning Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 151–159 http://www.aclweb.org/anthology/W15-1521 inproceedings luong-pham-manning:2015:VSM-NLP Distributed Word Representations Improve NER for e-Commerce MaheshJoshi EthanHart MirkoVogel Jean-DavidRuvini Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 160–167 http://www.aclweb.org/anthology/W15-1522 inproceedings joshi-EtAl:2015:VSM-NLP Semantic Information Extraction for Improved Word Embeddings JiaqiangChen Gerardde Melo Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 168–175 http://www.aclweb.org/anthology/W15-1523 inproceedings chen-demelo:2015:VSM-NLP Named Entity Recognition for Arabic Social Media AyahZirikly MonaDiab Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 176–185 http://www.aclweb.org/anthology/W15-1524 inproceedings zirikly-diab:2015:VSM-NLP Vector Space Models for Scientific Document Summarization JohnConroy SashkaDavis Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 186–191 http://www.aclweb.org/anthology/W15-1525 inproceedings conroy-davis:2015:VSM-NLP Unsupervised Topic Modeling for Short Texts Using Distributed Representations of Words Vivek KumarRangarajan Sridhar Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 192–200 http://www.aclweb.org/anthology/W15-1526 inproceedings rangarajansridhar:2015:VSM-NLP2 Estimating User Location in Social Media with Stacked Denoising Auto-encoders JiLiu DianaInkpen Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing June 2015

Denver, Colorado

Association for Computational Linguistics 201–210 http://www.aclweb.org/anthology/W15-1527 inproceedings liu-inkpen:2015:VSM-NLP