--- title: "Workshop on Evaluating Vector Space Representations for NLP" description: "All 26 papers of Workshop on Evaluating Vector Space Representations for NLP 2016, the most cited first; those with our summary link to it." canonical: "https://research.elamur.ai/free/en/venues/workshop-on-evaluating-vector-space-representations-for-nlp/2016/papers/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/workshop-on-evaluating-vector-space-representations-for-nlp/2016/papers/) [home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Workshop on Evaluating Vector Space…](https://md.research.elamur.ai/free/en/venues/workshop-on-evaluating-vector-space-representations-for-nlp/) / [2016](https://md.research.elamur.ai/free/en/venues/workshop-on-evaluating-vector-space-representations-for-nlp/2016/) / papers # Workshop on Evaluating Vector Space Representations for NLP 2016: all accepted papers 26 papers · the most cited first · [← Workshop on Evaluating Vector Space Representations for NLP 2016](https://md.research.elamur.ai/free/en/venues/workshop-on-evaluating-vector-space-representations-for-nlp/2016/) 1. **[Problems With Evaluation of Word Embeddings Using Word Similarity Tasks](https://md.research.elamur.ai/free/en/papers/faruqui-2016-problems-evaluation-word-embeddings-word/)**Manaal Faruqui, Yulia Tsvetkov, Pushpendre Rastogi et al.*246 citations · our summary* 2. **[Issues in evaluating semantic spaces using word analogies ↗](https://aclanthology.org/W16-2503/)**Tal Linzen*138 citations* 3. **[Probing for semantic evidence of composition by means of simple classification tasks](https://md.research.elamur.ai/free/en/papers/ettinger-2016-probing-semantic-evidence-composition-means/)**Allyson Ettinger, Ahmed Elgohary, Philip Resnik*129 citations · our summary* 4. **[Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance ↗](https://aclanthology.org/W16-2501/)**Billy Chiu, Anna Korhonen, Sampo Pyysalo*94 citations* 5. **[Intrinsic Evaluations of Word Embeddings: What Can We Do Better? ↗](https://aclanthology.org/W16-2507/)**Anna Gladkova, Aleksandr Drozd*86 citations* 6. **[A critique of word similarity as a method for evaluating distributional semantic models ↗](https://aclanthology.org/W16-2502/)**Miroslav Batchkarov, Thomas Kober, Jeremy Reffin et al.*58 citations* 7. **[Evaluating Word Embeddings Using a Representative Suite of Practical Tasks ↗](https://aclanthology.org/W16-2504/)**Neha Nayak Kennard, Gabor Angeli, Christopher D. Manning*54 citations* 8. **[Evaluating word embeddings with fMRI and eye-tracking ↗](https://aclanthology.org/W16-2521/)**Anders Søgaard*48 citations* 9. **[Story Cloze Evaluator: Vector Space Representation Evaluation by Predicting What Happens Next ↗](https://aclanthology.org/W16-2505/)**Nasrin Mostafazadeh, Lucy Vanderwende, Wen-tau Yih et al.*44 citations* 10. **[Find the word that does not belong: A Framework for an Intrinsic Evaluation of Word Vector Representations ↗](https://aclanthology.org/W16-2508/)**José Camacho-Collados, Roberto Navigli*43 citations* 11. **[Correlation-based Intrinsic Evaluation of Word Vector Representations ↗](https://aclanthology.org/W16-2520/)**Yulia Tsvetkov, Manaal Faruqui, Chris Dyer*24 citations* 12. **[Thematic fit evaluation: an aspect of selectional preferences ↗](https://aclanthology.org/W16-2518/)**Asad Sayeed, Clayton Greenberg, Vera Demberg*22 citations* 13. **[Evaluating vector space models using human semantic priming results ↗](https://aclanthology.org/W16-2513/)**Allyson Ettinger, Tal Linzen*17 citations* 14. **[Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure ↗](https://aclanthology.org/W16-2519/)**Oded Avraham, Yoav Goldberg*17 citations* 15. **[Capturing Discriminative Attributes in a Distributional Space: Task Proposal ↗](https://aclanthology.org/W16-2509/)**Alicia Krebs, Denis Paperno*16 citations* 16. **[Evaluating Embeddings using Syntax-based Classification Tasks as a Proxy for Parser Performance ↗](https://aclanthology.org/W16-2512/)**Arne Köhn*11 citations* 17. **[Evaluation of acoustic word embeddings ↗](https://aclanthology.org/W16-2511/)**Sahar Ghannay, Yannick Estève, Nathalie Camelin et al.*10 citations* 18. **[An Improved Crowdsourcing Based Evaluation Technique for Word Embedding Methods ↗](https://aclanthology.org/W16-2510/)**Farhana Ferdousi Liza, Marek Grześ*8 citations* 19. **[Evaluating embeddings on dictionary-based similarity ↗](https://aclanthology.org/W16-2514/)**Judit Ács, András Kornai*4 citations* 20. **[Evaluating multi-sense embeddings for semantic resolution monolingually and in word translation ↗](https://aclanthology.org/W16-2515/)**Gábor Borbély, Márton Makrai, Dávid Márk Nemeskey et al.*4 citations* 21. **[Defining Words with Words: Beyond the Distributional Hypothesis ↗](https://aclanthology.org/W16-2522/)**Iuliana-Elena Parasca, Andreas Lukas Rauter, Jack Roper et al.*3 citations* 22. **[Evaluating Informal-Domain Word Representations With UrbanDictionary ↗](https://aclanthology.org/W16-2517/)**Naomi Saphra, Adam Lopez*2 citations* 23. **[Sentence Embedding Evaluation Using Pyramid Annotation ↗](https://aclanthology.org/W16-2526/)**Tal Baumel, Raphael Cohen, Michael Elhadad*2 citations* 24. **[A Proposal for Linguistic Similarity Datasets Based on Commonality Lists ↗](https://aclanthology.org/W16-2523/)**Dmitrijs Milajevs, Sascha Griffiths 25. **[SLEDDED: A Proposed Dataset of Event Descriptions for Evaluating Phrase Representations ↗](https://aclanthology.org/W16-2525/)**Laura Rimell, Eva Maria Vecchi 26. **[Subsumption Preservation as a Comparative Measure for Evaluating Sense-Directed Embeddings ↗](https://aclanthology.org/W16-2516/)**Ali Seyed - [← back to](https://md.research.elamur.ai/free/en/venues/workshop-on-evaluating-vector-space-representations-for-nlp/2016/) — Workshop on Evaluating Vector Space Representations for NLP 2016