Noemie Elhadad
24 papers · 2003–2025 · 10 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (10) π Academic Marathon (22) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (5)
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Cross-Pollinator
(5)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(21)
π
Keyword Champion
π§¬
Topic Evolution
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Conference Pioneer
β
The Questioner
(2)
ποΈ
Keyword Collector
(66)
π
Century Club
(24)
π
Trend Setter
β‘
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
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
Whatβs 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