← Authors

Noemie Elhadad

24 papers · 2003–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (22) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (21) πŸ† Keyword Champion 🧬 Topic Evolution πŸš€ Conference Pioneer ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (66) πŸ’Ž Century Club (24) πŸ“ˆ Trend Setter ⚑ Prolific Year (5)

Conferences

MLHC (7) ACL (5) EMNLP (3) NAACL (2) SEMEVAL (2) COLING (1) EACL (1) IJCNLP (1) NIPS (1) UAI (1)

Top co-authors

Griffin Adams (6) Mert Ketenci (4) Adler Perotte (3) Inigo Urteaga (3) Sameer Pradhan (2) Guergana Savova (2) Samuel Brody (2) Suresh Manandhar (2) Rajesh Ranganath (2) Edouard Grave (2)

Keywords

survival analysis (2) abstractive summarization (2) text summarization (2) domain adaptation (1) hierarchical classification (1) uncertainty quantification (1) latent dirichlet allocation (1) model evaluation (1) text analysis (1) weibull distribution (1) multi-label classification (1) readability assessment (1) feature comparison (1) gaussian process (1) importance sampling (1) prompt engineering (1) document classification (1) probabilistic generative model (1) natural language processing (1) multi-task learning (1)

Papers

ADHAM: Additive Deep Hazard Analysis Mixtures for Interpretable Survival Regression MLHC 2025
Accurate and Scalable Stochastic Gaussian Process Regression via Learnable Coreset-based Variational Inference UAI 2025
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting EMNLP 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization ACL 2023
Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling MLHC 2023
A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization MLHC 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking ACL 2023
Learning to Revise References for Faithful Summarization EMNLP 2022
What’s in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization NAACL 2021
A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction MLHC 2021
Multi-Task Gaussian Processes and Dilated Convolutional Networks for Reconstruction of Reproductive Hormonal Dynamics MLHC 2019
Deep Survival Analysis: Nonparametrics and Missingness MLHC 2018
Deep Survival Analysis MLHC 2016
A convex and feature-rich discriminative approach to dependency grammar induction ACL 2015
A convex and feature-rich discriminative approach to dependency grammar induction IJCNLP 2015
SemEval-2015 Task 14: Analysis of Clinical Text SEMEVAL 2015
SemEval-2014 Task 7: Analysis of Clinical Text SEMEVAL 2014
Cross-narrative Temporal Ordering of Medical Events ACL 2014
Putting it Simply: a Context-Aware Approach to Lexical Simplification ACL 2011
Hierarchically Supervised Latent Dirichlet Allocation NIPS 2011
A Comparison of Features for Automatic Readability Assessment COLING 2010
An Unsupervised Aspect-Sentiment Model for Online Reviews NAACL 2010
Cognitively Motivated Features for Readability Assessment EACL 2009
Sentence Alignment for Monolingual Comparable Corpora EMNLP 2003