Cristina Gârbacea
11 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7)
🏃
Academic Marathon
(6)
🐝
Cross-Pollinator
(13)
🌈
Renaissance Researcher
(5)
👥
Mega-Team
(77)
💎
Century Club
(11)
Conferences
IJCNLP (3)
ACL (2)
EMNLP (2)
COLING (1)
ICML (1)
NIPS (1)
SEMEVAL (1)
Top co-authors
Keywords
natural language generation
(5)
evaluation metric
(4)
human evaluation
(3)
ensemble learning
(2)
explainable prediction
(2)
text complexity
(2)
text simplification
(2)
propaganda detection
(2)
neural network model
(1)
model alignment
(1)
knowledge distillation
(1)
reward function
(1)
policy optimization
(1)
pareto optimality
(1)
reinforcement learning from human feedback
(1)
language model fine-tuning
(1)
text classification
(1)
automated evaluation
(1)
best-of-n sampling
(1)
data imbalance
(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
NIPS 2024
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
EMNLP 2022
Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification
IJCNLP 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
IJCNLP 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
ACL 2021
Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification
ACL 2021
UMSIForeseer at SemEval-2020 Task 11: Propaganda Detection by Fine-Tuning BERT with Resampling and Ensemble Learning
COLING 2020
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
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation
IJCNLP 2019