Georgiana Dinu
29 papers · 2009–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (6) π Conference Polyglot (8) π Academic Marathon (16) π Renaissance Researcher (7)
π
Renaissance Researcher
(7)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(41)
π¬
Deep Specialist
(10)
π₯
Mega-Team
(43)
π§¬
Topic Evolution
β
The Questioner
π₯
Unstoppable
(7)
π
Trend Setter
π
Century Club
(29)
ποΈ
Keyword Collector
(70)
Conferences
ACL (14)
EMNLP (6)
EACL (2)
ICLR (2)
NAACL (2)
COLING (1)
IJCNLP (1)
SEMEVAL (1)
Top co-authors
Keywords
machine translation
(6)
neural machine translation
(6)
cross-lingual transfer
(2)
domain adaptation
(2)
data augmentation
(2)
translation quality
(2)
contrastive learning
(2)
gender accuracy
(2)
annotation projection
(1)
in-context learning
(1)
few-shot learning
(1)
knowledge distillation
(1)
multi-task learning
(1)
weakly supervised learning
(1)
multilingual translation
(1)
prompt engineering
(1)
embedding learning
(1)
named entity recognition
(1)
information retrieval
(1)
benchmark evaluation
(1)
Papers
Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models
ACL 2025
Effective post-training embedding compression via temperature control in contrastive training
ICLR 2025
Pseudo-label Training and Model Inertia in Neural Machine Translation
ICLR 2023
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation
ACL 2023
CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality
NAACL 2022
Findings of the IWSLT 2022 Evaluation Campaign
ACL 2022
MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation
EMNLP 2022
GFST: Gender-Filtered Self-Training for More Accurate Gender in Translation
EMNLP 2021
Findings of the WMT Shared Task on Machine Translation Using Terminologies
EMNLP 2021
Distilling Multiple Domains for Neural Machine Translation
EMNLP 2020
How Should Markup Tags Be Translated?
EMNLP 2020
Evaluating Robustness to Input Perturbations for Neural Machine Translation
ACL 2020
Joint Translation and Unit Conversion for End-to-end Localization
ACL 2020
Training Neural Machine Translation to Apply Terminology Constraints
ACL 2019
Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP
ACL 2018
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection
ACL 2017
Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning
ACL 2015
Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning
IJCNLP 2015
New Directions in Vector Space Models of Meaning
ACL 2014
Donβt count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors
ACL 2014
Improving the Lexical Function Composition Model with Pathwise Optimized Elastic-Net Regression
EACL 2014
How to make words with vectors: Phrase generation in distributional semantics
ACL 2014
DISSECT - DIStributional SEmantics Composition Toolkit
ACL 2013
A relatedness benchmark to test the role of determiners in compositional distributional semantics
ACL 2013
Saarland: Vector-based models of semantic textual similarity
SEMEVAL 2012
A comparison of models of word meaning in context
NAACL 2012
Topic Models for Meaning Similarity in Context
COLING 2010
Measuring Distributional Similarity in Context
EMNLP 2010
Inference Rules and their Application to Recognizing Textual Entailment
EACL 2009