Irina Matveeva

Also published as: I. Matveeva


2023

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Multilingual Continual Learning Approaches for Text Classification
Karan Praharaj | Irina Matveeva
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing

Multilingual continual learning is important for models that are designed to be deployed over long periods of time and are required to be updated when new data becomes available. Such models are continually applied to new unseen data that can be in any of the supported languages. One challenge in this scenario is to ensure consistent performance of the model throughout the deployment lifecycle, beginning from the moment of first deployment. We empirically assess the strengths and shortcomings of some continual learning methods in a multilingual setting across two tasks.

2014

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Proceedings of TextGraphs-9: the workshop on Graph-based Methods for Natural Language Processing
V.G.Vinod Vydiswaran | Amarnag Subramanya | Gabor Melli | Irina Matveeva
Proceedings of TextGraphs-9: the workshop on Graph-based Methods for Natural Language Processing

2013

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Proceedings of TextGraphs-8 Graph-based Methods for Natural Language Processing
Zornitsa Kozareva | Irina Matveeva | Gabor Melli | Vivi Nastase
Proceedings of TextGraphs-8 Graph-based Methods for Natural Language Processing

2012

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Workshop Proceedings of TextGraphs-7: Graph-based Methods for Natural Language Processing
Irina Matveeva | Ahmed Hassan | Gael Dias
Workshop Proceedings of TextGraphs-7: Graph-based Methods for Natural Language Processing

2011

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Proceedings of TextGraphs-6: Graph-based Methods for Natural Language Processing
Irina Matveeva | Alessandro Moschitti | Lluís Màrquez | Fabio Massimo Zanzotto
Proceedings of TextGraphs-6: Graph-based Methods for Natural Language Processing

2008

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Coling 2008: Proceedings of the 3rd Textgraphs workshop on Graph-based Algorithms for Natural Language Processing
Irina Matveeva | Chris Biemann | Monojit Choudhury | Mona Diab
Coling 2008: Proceedings of the 3rd Textgraphs workshop on Graph-based Algorithms for Natural Language Processing

2007

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Hybrid Document Indexing with Spectral Embedding
Irina Matveeva | Gina-Anne Levow
Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers

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Proceedings of the Second Workshop on TextGraphs: Graph-Based Algorithms for Natural Language Processing
Chris Biemann | Irina Matveeva | Rada Mihalcea | Dragomir Radev
Proceedings of the Second Workshop on TextGraphs: Graph-Based Algorithms for Natural Language Processing

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Topic Segmentation with Hybrid Document Indexing
Irina Matveeva | Gina-Anne Levow
Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)

2006

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Computing Term Translation Probabilities with Generalized Latent Semantic Analysis
Irina Matveeva | Gina-Anne Levow
Demonstrations

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Graph-based Generalized Latent Semantic Analysis for Document Representation
Irina Matveeva | Gina-Anne Levow
Proceedings of TextGraphs: the First Workshop on Graph Based Methods for Natural Language Processing

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Document Representation and Multilevel Measures of Document Similarity
Irina Matveeva
Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Doctoral Consortium

2005

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Using Morphology and Syntax Together in Unsupervised Learning
Yu Hu | Irina Matveeva | John Goldsmith | Colin Sprague
Proceedings of the Workshop on Psychocomputational Models of Human Language Acquisition

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Refining the SED Heuristic for Morpheme Discovery: Another Look at Swahili
Yu Hu | Irina Matveeva | John Goldsmith | Colin Sprague
Proceedings of the Workshop on Psychocomputational Models of Human Language Acquisition

2004

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A Geometric View on Bilingual Lexicon Extraction from Comparable Corpora
Eric Gaussier | J.M. Renders | I. Matveeva | C. Goutte | H. Dejean
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL-04)