Noemie Elhadad
23 papers · 2003–2025 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
π§
Keyword Pioneer
π
Trend Setter
π
Century Club Β· Bronze
β
The Questioner
(2)
π
Conference Pioneer
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
(77)
Top co-authors
Research topics
Machine Learning
(11)
Artificial Intelligence
(7)
Core Methods
(7)
Deep Learning
(6)
Natural Language Processing
(4)
Core AI
(4)
Application Areas
(3)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Models
(3)
Optimization & Theory
(3)
Interdisciplinary
(2)
Applications
(2)
Architectures
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Generation
(2)
Keywords
abstractive summarization
(2)
clinical text
(2)
survival analysis
(2)
text summarization
(2)
hierarchical classification
(1)
uncertainty quantification
(1)
domain adaptation
(1)
model evaluation
(1)
latent dirichlet allocation
(1)
text analysis
(1)
prompt engineering
(1)
multi-label classification
(1)
readability assessment
(1)
feature comparison
(1)
importance sampling
(1)
gaussian process
(1)
gaussian process regression
(1)
weibull distribution
(1)
document classification
(1)
coreset selection
(1)
Papers
Accurate and Scalable Stochastic Gaussian Process Regression via Learnable Coreset-based Variational Inference
UAI 2025
ADHAM: Additive Deep Hazard Analysis Mixtures for Interpretable Survival Regression
MLHC 2025
A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization
MLHC 2023
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
EMNLP 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking
ACL 2023
Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling
MLHC 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization
ACL 2023
Learning to Revise References for Faithful Summarization
EMNLP 2022
A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction
MLHC 2021
Whatβs in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization
NAACL 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
SemEval-2015 Task 14: Analysis of Clinical Text
SemEval 2015
Cross-narrative Temporal Ordering of Medical Events
ACL 2014
SemEval-2014 Task 7: Analysis of Clinical Text
SemEval 2014
Hierarchically Supervised Latent Dirichlet Allocation
NeurIPS 2011
Putting it Simply: a Context-Aware Approach to Lexical Simplification
ACL 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