Co-clustering Document-term Matrices by Direct Maximization of Graph Modularity. - Melissa Ailem; François Role; Mohamed Nadif (CIKM, 2015)

Unsupervised text mining for assessing and augmenting GWAS results. - Melissa Ailem; François Role; Mohamed Nadif; Florence Demenais (J. Biomed. Informatics, 2016)

Graph modularity maximization as an effective method for co-clustering text data. - Melissa Ailem; François Role; Mohamed Nadif (Knowl. Based Syst., 2016)

A Way to Boost Semi-NMF for Document Clustering. - Aghiles Salah; Melissa Ailem; Mohamed Nadif (CIKM, 2017)

Non-negative Matrix Factorization Meets Word Embedding. - Melissa Ailem; Aghiles Salah; Mohamed Nadif (SIGIR, 2017)

Model-based co-clustering for the effective handling of sparse data. - Melissa Ailem; François Role; Mohamed Nadif (Pattern Recognit., 2017)

Sparse Poisson Latent Block Model for Document Clustering. - Melissa Ailem; François Role; Mohamed Nadif (IEEE Trans. Knowl. Data Eng., 2017)

Word Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering. - Aghiles Salah; Melissa Ailem; Mohamed Nadif (AAAI, 2018)

A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images. - Melissa Ailem; Bowen Zhang 002; Aurélien Bellet; Pascal Denis; Fei Sha (EMNLP, 2018)

Sparse Poisson Latent Block Model for Document Clustering (Extended Abstract). - Melissa Ailem; François Role; Mohamed Nadif (ICDE, 2018)

Topic Augmented Generator for Abstractive Summarization. - Melissa Ailem; Bowen Zhang 002; Fei Sha (CoRR, 2019)

Amortized Inference of Variational Bounds for Learning Noisy-OR. - Yiming Yan; Melissa Ailem; Fei Sha (AISTATS, 2020)

Lingua Custodia's Participation at the WMT 2021 Machine Translation Using Terminologies Shared Task. - Melissa Ailem; Jingshu Liu; Raheel Qader (WMT@EMNLP, 2021)

Encouraging Neural Machine Translation to Satisfy Terminology Constraints. - Melissa Ailem; Jingshu Liu; Raheel Qader (TALN-RECITAL, 2022)

Lingua Custodia's Participation at the WMT 2022 Word-Level Auto-completion Shared Task. - Melissa Ailem; Jingshu Liu; Jean-Gabriel Barthelemy; Raheel Qader (WMT, 2022)

Improving NMF clustering by leveraging contextual relationships among words. - Mickael Febrissy; Aghiles Salah; Melissa Ailem; Mohamed Nadif (Neurocomputing, 2022)

Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks. - Charlotte Siska; Katerina Marazopoulou; Melissa Ailem; James Bono (ACL (1), 2024)