Cristina Gârbacea

Computer Science · Physical Sciences

8h-index975citations25works0.02yr avg
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Research Topics

Topic Modeling(19), Natural Language Processing Techniques(15), Text Readability and Simplification(5), Multimodal Machine Learning Applications(3), Advanced Text Analysis Techniques(3)

Publications25 total

HyPerAlign: Interpretable Personalized LLM Alignment via Hypothesis Generation
arXiv (Cornell University)·2025Open Access
RATE: Causal Explainability of Reward Models with Imperfect Counterfactuals
arXiv (Cornell University)·2024Open Access
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling
arXiv (Cornell University)·2024Open Access
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling
2024
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
arXiv (Cornell University)·2022· 3 citedOpen Access
Why is constrained neural language generation particularly challenging?
arXiv (Cornell University)·2022· 4 citedOpen Access
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
arXiv (Cornell University)·2022· 546 citedOpen Access
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
2022· 15 citedOpen Access
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
arXiv (Cornell University)·2021· 52 citedOpen Access
Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification
2021· 21 citedOpen Access
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
2021· 147 citedOpen Access
An Empirical Study on Explainable Prediction of Text Complexity: Preliminaries for Text Simplification.
arXiv (Cornell University)·2020· 2 citedOpen Access
Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification
arXiv (Cornell University)·2020Open Access
Neural Language Generation: Formulation, Methods, and Evaluation
arXiv (Cornell University)·2020· 23 citedOpen Access
UMSIForeseer at SemEval-2020 Task 11: Propaganda Detection by Fine-Tuning BERT with Resampling and Ensemble Learning
2020· 2 citedOpen Access
Low Bit-rate Speech Coding with VQ-VAE and a WaveNet Decoder
2019· 117 citedOpen Access
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation
arXiv (Cornell University)·2019· 5 citedOpen Access
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation
2019· 18 citedOpen Access
A Systematic Analysis of Sentence Update Detection for Temporal Summarization
Lecture notes in computer science·2017· 1 citedOpen Access
The University of Amsterdam (ILPS.UvA) at TREC 2015 Temporal Summarization Track
Data Archiving and Networked Services (DANS)·2015Open Access
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Frequent Co-authors

Qiaozhu Mei(8), Samuel Carton(5), Sebastian Gehrmann(4), Tosin Adewumi(4), Pawan Sasanka Ammanamanchi(4), Khyathi Raghavi Chandu(4), Kaustubh Dhole(4), Esin Durmus(4), Ondřej Dušek(4), Yufang Hou(4), Yacine Jernite(4), Shailza Jolly(4), Mihir Kale(4), Faisal Ladhak(4), Aman Madaan(4), Saad Mahamood(4), Angelina McMillan-Major(4), Simon Mille(4), Salomey Osei(4), Vikas Raunak(4)