Giorgos Vernikos
8 papers · 2020–2024 · 3 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
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(22)
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Hot Topic Early Bird
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Unstoppable · Bronze
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Research topics
Natural Language Processing
(7)
Machine Learning
(5)
Applications
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(3)
Core AI
(2)
Core Methods
(2)
Generation
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Application Areas
(1)
Keywords
neural machine translation
(3)
text generation
(2)
large language model
(2)
few-shot learning
(1)
knowledge distillation
(1)
natural language inference
(1)
domain adaptation
(1)
low-resource language
(1)
synthetic data
(1)
cross-lingual embedding
(1)
document-level translation
(1)
model merging
(1)
natural language understanding
(1)
quality estimation
(1)
uncertainty sampling
(1)
context modeling
(1)
cross-lingual transfer
(1)
acquisition function
(1)
transfer learning
(1)
contrastive learning
(1)
Papers
Don’t Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation
ACL 2024
Small Language Models Improve Giants by Rewriting Their Outputs
EACL 2024
GPoeT: a Language Model Trained for Rhyme Generation on Synthetic Data
EACL 2023
Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric into a Document-Level Metric
EMNLP 2022
Active Learning by Acquiring Contrastive Examples
EMNLP 2021
Subword Mapping and Anchoring across Languages
EMNLP 2021
The IICT-Yverdon System for the WMT 2021 Unsupervised MT and Very Low Resource Supervised MT Task
EMNLP 2021
Domain Adversarial Fine-Tuning as an Effective Regularizer
EMNLP 2020