| 2024 | AI | SuperiorLoss: An Intuitive Loss Function for Robust Curriculum Learning. | Shamir Towsif Khandaker, Aminul Islam, Gabriel Trahan |
| 2024 | AI | Automated Debugging of Deep Text Classifiers. | Shamir Towsif Khandaker, Aminul Islam, Gabriel Trahan |
| 2023 | ISCC | Designing Healthcare Relational Agents: A Conceptual Framework with User-Centered Design Guidelines. | Ashraful Islam, Beenish Moalla Chaudhry, Aminul Islam |
| 2022 | AI | Binary Classification with Minimum Observations. | Shamir Towsif Khandaker, Aminul Islam |
| 2021 | ICTAI | Disease Modeling with a Forest Deep Neural Network Utilizing NLP and a Virtualized Clinical Semantic Network. | Fuad Rahman, Abrar Rahman, A. K. M. Shahariar Azad Rabby, Md Jamiur Rahman Rifat, Mridul Banik, Md. Majedul Islam, Aminul Islam, Nor Azriah Aziz, Rick Meyer, John Kriak, Sidney Goldblatt |
| 2018 | DocEng | Helpfulness Prediction of Online Product Reviews. | Md. Enamul Haque, Mehmet Engin Tozal, Aminul Islam |
| 2018 | DocEng | Integrating Global Attention for Pairwise Text Comparison. | Jie Mei, Xiang Jiang, Aminul Islam, Abidalrahman Moh'd, Evangelos E. Milios |
| 2017 | DocEng | Post-Processing OCR Text using Web-Scale Corpora. | Jie Mei, Aminul Islam, Abidalrahman Moh'd, Yajing Wu, Evangelos E. Milios |
| 2016 | AI | f: Phrase Relatedness Function Using Overlapping Bi-gram Context. | Md. Rashadul Hasan Rakib, Aminul Islam, Evangelos E. Milios |
| 2016 | COLING | Reddit Temporal N-gram Corpus and its Applications on Paraphrase and Semantic Similarity in Social Media using a Topic-based Latent Semantic Analysis. | Anh Dang, Abidalrahman Moh'd, Aminul Islam, Rosane Minghim, Michael Smit, Evangelos E. Milios |
| 2016 | EMNLP | Non-uniform Language Detection in Technical Writing. | Weibo Wang, Abidalrahman Moh'd, Aminul Islam, Axel J. Soto, Evangelos E. Milios |
| 2015 | CICLING | When was Macbeth Written? Mapping Book to Time. | Aminul Islam, Jie Mei, Evangelos E. Milios, Vlado Keselj |
| 2015 | DocEng | Efficient Computation of Co-occurrence Based Word Relatedness. | Jie Mei, Xinxin Kou, Zhimin Yao, Andrew Rau-Chaplin, Aminul Islam, Abidalrahman Moh'd, Evangelos E. Milios |
| 2015 | DocEng | Similarity-Based Support for Text Reuse in Technical Writing. | Axel J. Soto, Abidalrahman Mohammad, Andrew Albert, Aminul Islam, Evangelos E. Milios, Michael Doyle, Rosane Minghim, Maria Cristina Ferreira de Oliveira |
| 2014 | CICLING | How Document Properties Affect Document Relatedness Measures. | Jessica Perrie, Aminul Islam, Evangelos E. Milios |
| 2013 | CICLING | Using Google n-Grams to Expand Word-Emotion Association Lexicon. | Jessica Perrie, Aminul Islam, Evangelos E. Milios, Vlado Keselj |
| 2012 | AI | Text Similarity Using Google Tri-grams. | Aminul Islam, Evangelos E. Milios, Vlado Keselj |
| 2012 | COLING | Comparing Word Relatedness Measures Based on Google $n$-grams. | Aminul Islam, Evangelos E. Milios, Vlado Keselj |
| 2011 | AI | Correcting Different Types of Errors in Texts. | Aminul Islam, Diana Inkpen |
| 2009 | CIKM | Real-word spelling correction using Google web 1Tn-gram data set. | Aminul Islam, Diana Inkpen |
| 2009 | DEXA | On-the-Fly Integration and Ad Hoc Querying of Life Sciences Databases Using LifeDB. | Anupam Bhattacharjee, Aminul Islam, Mohammad Shafkat Amin, Shahriyar Hossain, Shazzad Hosain, Hasan M. Jamil, Leonard Lipovich |
| 2009 | EMNLP | Real-Word Spelling Correction using Google Web 1T 3-grams. | Aminul Islam, Diana Inkpen |
| 2009 | SERVICES | The Power of Declarative Languages: A Comparative Exposition of Scientific Workflow Design Using BioFlow and Taverna. | Hasan M. Jamil, Aminul Islam |
| 2007 | CICLING | A Generalized Approach to Word Segmentation Using Maximum Length Descending Frequency and Entropy Rate. | Aminul Islam, Diana Zaiu Inkpen, Iluju Kiringa |
| 2006 | LREC | Second Order Co-occurrence PMI for Determining the Semantic Similarity of Words. | Aminul Islam, Diana Inkpen |