| 2023 | RANLP | Multilingual Continual Learning Approaches for Text Classification. | Karan Praharaj, Irina Matveeva |
| 2022 | ICDM | On Robust Incremental Learning over Many Multilingual Steps. | Karan Praharaj, Irina Matveeva |
| 2007 | EMNLP | Topic Segmentation with Hybrid Document Indexing. | Irina Matveeva, Gina-Anne Levow |
| 2007 | NAACL | Hybrid Document Indexing with Spectral Embedding. | Irina Matveeva, Gina-Anne Levow |
| 2006 | EACL | Computing Term Translation Probabilities with Generalized Latent Semantic Analysis. | Irina Matveeva, Gina-Anne Levow |
| 2006 | NAACL | Document Representation and Multilevel Measures of Document Similarity. | Irina Matveeva |
| 2006 | SIGIR | High accuracy retrieval with multiple nested ranker. | Irina Matveeva, Chris Burges, Timo Burkard, Andy Laucius, Leon Wong |
| 2004 | ACL | A Geometric View on Bilingual Lexicon Extraction from Comparable Corpora. | ric Gaussier, Jean-Michel Renders, Irina Matveeva, Cyril Goutte, Herv Djean |
| 2004 | COLT | Regularization and Semi-supervised Learning on Large Graphs. | Mikhail Belkin, Irina Matveeva, Partha Niyogi |
| 2004 | ICASSP | Tikhonov regularization and semi-supervised learning on large graphs. | Mikhail Belkin, Irina Matveeva, Partha Niyogi |