Mohammad Taher Pilehvar
5 papers in the PaperMetrix corpus
Papers by this author
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Embeddings for Word Sense Disambiguation: An Evaluation Study
2016
Recent years have seen a dramatic growth in the popularity of word embeddings mainly owing to their ability to capture semantic information from massive amounts of textual content. As a result, many tasks in Natural …
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RepMatch: Quantifying Cross-Instance Similarities in Representation Space
2024
Advances in dataset analysis techniques have enabled more sophisticated approaches to analyzing and characterizing training data instances, often categorizing data based on attributes such as "difficulty".In this work, we introduce RepMatch, a novel method that …
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SensEmbed: Learning Sense Embeddings for Word and Relational Similarity
2015
Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2015.
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NASARI: a Novel Approach to a Semantically-Aware Representation of Items
2015
José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli. Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2015.
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SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity
2017
This paper introduces a new task on Multilingual and Cross-lingual Semantic Word Similarity which measures the semantic similarity of word pairs within and across five languages: English, Farsi, German, Italian and Spanish. High quality datasets …