Melissa Ailem

22 papers A* 4A 3Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2024 — conf
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks.
ACL (1)
Charlotte Siska, Katerina Marazopoulou, Melissa Ailem, James Bono
2024 J jnl
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks.
CoRR
Melissa Ailem, Katerina Marazopoulou, Charlotte Siska, James Bono
2022 — conf
Encouraging Neural Machine Translation to Satisfy Terminology Constraints.
TALN-RECITAL
Melissa Ailem, Jingshu Liu, Raheel Qader
2022 J jnl
Improving NMF clustering by leveraging contextual relationships among words.
Neurocomputing
Mickael Febrissy, Aghiles Salah, Melissa Ailem, Mohamed Nadif
2022 — conf
Lingua Custodia's Participation at the WMT 2022 Word-Level Auto-completion Shared Task.
WMT
Melissa Ailem, Jingshu Liu, Jean-Gabriel Barthelemy, Raheel Qader
2021 — conf
Encouraging Neural Machine Translation to Satisfy Terminology Constraints.
ACL/IJCNLP (Findings)
Melissa Ailem, Jingshu Liu, Raheel Qader
2021 J jnl
Encouraging Neural Machine Translation to Satisfy Terminology Constraints.
CoRR
Melissa Ailem, Jingshu Liu, Raheel Qader
2021 — conf
Lingua Custodia's Participation at the WMT 2021 Machine Translation Using Terminologies Shared Task.
WMT@EMNLP
Melissa Ailem, Jingshu Liu, Raheel Qader
2021 J jnl
Lingua Custodia's participation at the WMT 2021 Machine Translation using Terminologies shared task.
CoRR
Melissa Ailem, Jingshu Liu, Raheel Qader
2020 A conf
Amortized Inference of Variational Bounds for Learning Noisy-OR.
AISTATS
Yiming Yan, Melissa Ailem, Fei Sha
2019 J jnl
Amortized Inference of Variational Bounds for Learning Noisy-OR.
CoRR
Yiming Yan, Melissa Ailem, Fei Sha
2019 J jnl
Topic Augmented Generator for Abstractive Summarization.
CoRR
Melissa Ailem, Bowen Zhang, Fei Sha
2018 A* conf
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images.
EMNLP
Melissa Ailem, Bowen Zhang, Aurélien Bellet, Pascal Denis, Fei Sha
2018 A* conf
Sparse Poisson Latent Block Model for Document Clustering (Extended Abstract).
ICDE
Melissa Ailem, François Role, Mohamed Nadif
2018 A* conf
Word Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering.
AAAI
Aghiles Salah, Melissa Ailem, Mohamed Nadif
2017 A conf
A Way to Boost Semi-NMF for Document Clustering.
CIKM
Aghiles Salah, Melissa Ailem, Mohamed Nadif
2017 J jnl
Model-based co-clustering for the effective handling of sparse data.
Pattern Recognit.
Melissa Ailem, François Role, Mohamed Nadif
2017 A* conf
Non-negative Matrix Factorization Meets Word Embedding.
SIGIR
Melissa Ailem, Aghiles Salah, Mohamed Nadif
2017 J jnl
Sparse Poisson Latent Block Model for Document Clustering.
IEEE Trans. Knowl. Data Eng.
Melissa Ailem, François Role, Mohamed Nadif
2016 J jnl
Graph modularity maximization as an effective method for co-clustering text data.
Knowl. Based Syst.
Melissa Ailem, François Role, Mohamed Nadif
2016 J jnl
Unsupervised text mining for assessing and augmenting GWAS results.
J. Biomed. Informatics
Melissa Ailem, François Role, Mohamed Nadif, Florence Demenais
2015 A conf
Co-clustering Document-term Matrices by Direct Maximization of Graph Modularity.
CIKM
Melissa Ailem, François Role, Mohamed Nadif