Cristina Gârbacea
7 papers · 2019–2025 · 5 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 ↓+4 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22) 🌍 Conference Polyglot · Silver
🧬
Topic Evolution
👥
Mega-Team · Legion
🧭
Keyword Pioneer
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Natural Language Processing
(5)
Artificial Intelligence
(4)
Generation
(4)
Machine Learning
(3)
Core AI
(3)
Resources & Methods
(3)
Application Areas
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Science
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Keywords
natural language generation
(3)
evaluation metric
(3)
human evaluation
(2)
ensemble learning
(1)
text classification
(1)
knowledge distillation
(1)
text complexity
(1)
policy learning
(1)
language model alignment
(1)
text simplification
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
reward function
(1)
neural network model
(1)
pareto optimality
(1)
reward model
(1)
best-of-n sampling
(1)
complexity classification
(1)
explainable machine learning
(1)
lexical diversity
(1)
Papers
RATE: Causal Explainability of Reward Models with Imperfect Counterfactuals
ICML 2025
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling
NeurIPS 2024
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
EMNLP 2022
Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification
ACL 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
ACL 2021
UMSIForeseer at SemEval-2020 Task 11: Propaganda Detection by Fine-Tuning BERT with Resampling and Ensemble Learning
SemEval 2020
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation
EMNLP 2019