--- title: "Workshop on Vector Space Modeling for Natural Language" description: "Workshop on Vector Space Modeling for Natural Language Processing 2015 — accepted papers: 3 papers in the Elamur Research library…" canonical: "https://research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/2015/" --- [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/) [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 # Workshop on Vector Space Modeling for Natural Language Processing 2015 — accepted papers Workshop on Vector Space Modeling for Natural Language Processing 2015 is the 2015 edition of the Workshop on Vector Space Modeling for Natural Language Processing, held in Denver, Colorado, June 2015 (publisher: Association for Computational Linguistics). OpenAlex lists 27 papers of it; our library holds 3 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions. 📍 Denver, Colorado · 🗓 June 2015 [**27** papers in the proceedings](#all) · [**3** works in our library](https://md.research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/2015/#works) · [**1,124** citations of these works](https://md.research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/2015/#works) ## All accepted papers (27) The most cited first; 3 with our summary link to their page here, the others to the original. 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 [See all 27 papers in Workshop on Vector Space Modeling for Natural Language Processing 2015 — accepted papers →](https://md.research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/2015/papers/) ## Papers with our summary in our library (3) The most cited first (OpenAlex citations plus our library's). 1. **[Relation Extraction: Perspective from Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/nguyen-2015-relation-extraction-perspective-convolutional-neural/) [Workshop on Vector Space Modeling for Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/)**Thien Huu Nguyen, Ralph Grishman*2015 · 592 citations* 2. **[Bilingual Word Representations with Monolingual Quality in Mind](https://md.research.elamur.ai/free/en/papers/luong-2015-bilingual-word-representations-monolingual-quality/) [Workshop on Vector Space Modeling for Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/)**Thang Luong, Hieu Pham, Christopher D. Manning*2015 · 456 citations* 3. **[Named Entity Recognition for Arabic Social Media](https://md.research.elamur.ai/free/en/papers/zirikly-2015-named-entity-recognition-arabic-social/) [Workshop on Vector Space Modeling for Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/)**Ayah Zirikly, Mona Diab*2015 · 76 citations* ## Top topics Topics of its works in our library, with the number of works on each. [Named entity recognition (1)](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Information extraction (1)](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) ## Fields [Arts and Humanities (3)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (3)](https://md.research.elamur.ai/free/en/shelves/computer-science/) ## Top authors Authors with a page who published here most often: their works here, and the citations of those works. [🧑‍🔬**Ralph Grishman**1 work here · 592 citations](https://md.research.elamur.ai/free/en/authors/ralph-grishman/) · [🧑‍🔬**Thien Huu Nguyen**1 work here · 592 citations](https://md.research.elamur.ai/free/en/authors/thien-huu-nguyen/) · [🧑‍🔬**Christopher D. Manning**1 work here · 456 citations](https://md.research.elamur.ai/free/en/authors/christopher-d-manning/) · [🧑‍🔬**Hieu Pham**1 work here · 456 citations](https://md.research.elamur.ai/free/en/authors/hieu-pham/) · [🧑‍🔬**Thang Luong**1 work here · 456 citations](https://md.research.elamur.ai/free/en/authors/thang-luong/) · [🧑‍🔬**Ayah Zirikly**1 work here · 76 citations](https://md.research.elamur.ai/free/en/authors/ayah-zirikly/) · [🧑‍🔬**Mona Diab**1 work here · 76 citations](https://md.research.elamur.ai/free/en/authors/mona-diab/) ## Top institutions Institutions on the bylines of its works here, by the number of works. [🎓**George Washington University** Washington · United States 1 work here](https://md.research.elamur.ai/free/en/universities/george-washington-university/) · [🎓**New York University** New York · United States 1 work here](https://md.research.elamur.ai/free/en/universities/new-york-university/) · [🎓**Stanford University** Stanford · United States 1 work here](https://md.research.elamur.ai/free/en/universities/stanford-university/) Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library. - [↑ back to Workshop on Vector Space Modeling for Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-vector-space-modeling-for-natural-language-processing/)