--- title: "Workshop on Vector Space Modeling for Natural Language" description: "All 27 papers of Workshop on Vector Space Modeling for Natural Language Processing 2015, the most cited first; those with our summary link to it." canonical: "https://research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/2015/papers/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/2015/papers/) [home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Workshop on Vector Space Modeling for…](https://md.research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/) / [2015](https://md.research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/2015/) / papers # Workshop on Vector Space Modeling for Natural Language Processing 2015: all accepted papers 27 papers · the most cited first · [← Workshop on Vector Space Modeling for Natural Language Processing 2015](https://md.research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/2015/) 1. **[A Deep Architecture for Non-Projective Dependency Parsing ↗](https://aclanthology.org/W15-1508/)**Erick Fonseca, Sandra Aluísio 2. **[A Multi-classifier Approach to support Coreference Resolution in a Vector Space Model ↗](https://aclanthology.org/W15-1503/)**Ana Zelaia, Olatz Arregi, Basilio Sierra 3. **[A Simple Word Embedding Model for Lexical Substitution ↗](https://aclanthology.org/W15-1501/)**Oren Melamud, Omer Levy, Ido Dagan 4. **[A Vector Space Approach for Aspect Based Sentiment Analysis ↗](https://aclanthology.org/W15-1516/)**Abdulaziz Alghunaim, Mitra Mohtarami, Scott Cyphers et al. 5. **[A Word-Embedding-based Sense Index for Regular Polysemy Representation ↗](https://aclanthology.org/W15-1510/)**Marco Del Tredici, Núria Bel 6. **[Bilingual Word Representations with Monolingual Quality in Mind](https://md.research.elamur.ai/free/en/papers/luong-2015-bilingual-word-representations-monolingual-quality/)**Thang Luong, Hieu Pham, Christopher D. Manning*our summary* 7. **[Combining Distributed Vector Representations for Words ↗](https://aclanthology.org/W15-1513/)**Justin Garten, Kenji Sagae, Volkan Ustun et al. 8. **[DeepNL: a Deep Learning NLP pipeline ↗](https://aclanthology.org/W15-1515/)**Giuseppe Attardi 9. **[Dependency Link Embeddings: Continuous Representations of Syntactic Substructures ↗](https://aclanthology.org/W15-1514/)**Mohit Bansal 10. **[Distributed Word Representations Improve NER for e-Commerce ↗](https://aclanthology.org/W15-1522/)**Mahesh Joshi, Ethan Hart, Mirko Vogel et al. 11. **[Distributional Representations of Words for Short Text Classification ↗](https://aclanthology.org/W15-1505/)**Chenglong Ma, Weiqun Xu, Peijia Li et al. 12. **[Distributional Semantic Concept Models for Entity Relation Discovery ↗](https://aclanthology.org/W15-1507/)**Jay Urbain, Glenn Bushee, George Kowalski 13. **[Estimating User Location in Social Media with Stacked Denoising Auto-encoders ↗](https://aclanthology.org/W15-1527/)**Ji Liu, Diana Inkpen 14. **[Learning Distributed Representations for Multilingual Text Sequences ↗](https://aclanthology.org/W15-1512/)**Hieu Pham, Thang Luong, Christopher Manning 15. **[Morpho-syntactic Regularities in Continuous Word Representations: A multilingual study. ↗](https://aclanthology.org/W15-1518/)**Garrett Nicolai, Colin Cherry, Grzegorz Kondrak 16. **[Named Entity Recognition for Arabic Social Media](https://md.research.elamur.ai/free/en/papers/zirikly-2015-named-entity-recognition-arabic-social/)**Ayah Zirikly, Mona Diab*our summary* 17. **[Neural context embeddings for automatic discovery of word senses ↗](https://aclanthology.org/W15-1504/)**Mikael Kågebäck, Fredrik Johansson, Richard Johansson et al. 18. **[Neural word embeddings with multiplicative feature interactions for tensor-based compositions ↗](https://aclanthology.org/W15-1520/)**Joo-Kyung Kim, Marie-Catherine de Marneffe, Eric Fosler-Lussier 19. **[Relation Extraction: Perspective from Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/nguyen-2015-relation-extraction-perspective-convolutional-neural/)**Thien Huu Nguyen, Ralph Grishman*our summary* 20. **[Semantic Information Extraction for Improved Word Embeddings ↗](https://aclanthology.org/W15-1523/)**Jiaqiang Chen, Gerard de Melo 21. **[Short Text Clustering via Convolutional Neural Networks ↗](https://aclanthology.org/W15-1509/)**Jiaming Xu, Peng Wang, Guanhua Tian et al. 22. **[Simple Semi-Supervised POS Tagging ↗](https://aclanthology.org/W15-1511/)**Karl Stratos, Michael Collins 23. **[Towards Combined Matrix and Tensor Factorization for Universal Schema Relation Extraction ↗](https://aclanthology.org/W15-1519/)**Sameer Singh, Tim Rocktäschel, Sebastian Riedel 24. **[Unsupervised Text Normalization Using Distributed Representations of Words and Phrases ↗](https://aclanthology.org/W15-1502/)**Vivek Kumar Rangarajan Sridhar 25. **[Unsupervised Topic Modeling for Short Texts Using Distributed Representations of Words ↗](https://aclanthology.org/W15-1526/)**Vivek Kumar Rangarajan Sridhar 26. **[Vector Space Models for Scientific Document Summarization ↗](https://aclanthology.org/W15-1525/)**John Conroy, Sashka Davis 27. **[Word Embeddings vs Word Types for Sequence Labeling: the Curious Case of CV Parsing ↗](https://aclanthology.org/W15-1517/)**Melanie Tosik, Carsten Lygteskov Hansen, Gerard Goossen et al. - [← back to](https://md.research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/2015/) — Workshop on Vector Space Modeling for Natural Language Processing 2015