Christos Baziotis
15 papers · 2017–2024 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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Prolific Year · Productive
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Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
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Research topics
Machine Learning
(9)
Deep Learning
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Natural Language Processing
(7)
Applications
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Learning Types · Machine Learning
(6)
Learning Types · Deep Learning
(5)
Artificial Intelligence
(4)
Architectures
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Core Methods
(4)
Techniques
(3)
Application Areas
(2)
Core AI
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Keywords
transfer learning
(4)
neural machine translation
(2)
self-attention mechanism
(2)
ensemble learning
(2)
attention mechanism
(2)
recurrent neural network
(2)
pre-trained language model
(2)
word embedding
(2)
language model
(2)
gradient-based optimization
(1)
multilingual machine translation
(1)
sentence compression
(1)
parameter sharing
(1)
low-resource language
(1)
text classification
(1)
model scaling
(1)
multilingual translation
(1)
variational autoencoder
(1)
long short-term memory
(1)
knowledge distillation
(1)
Papers
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale
NAACL 2024
Automatic Evaluation and Analysis of Idioms in Neural Machine Translation
EACL 2023
Multilingual Machine Translation with Hyper-Adapters
EMNLP 2022
Exploring Unsupervised Pretraining Objectives for Machine Translation
ACL 2021
Language Model Prior for Low-Resource Neural Machine Translation
EMNLP 2020
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models
NAACL 2019
Attention-based Conditioning Methods for External Knowledge Integration
ACL 2019
SEQˆ3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression
NAACL 2019
Integrating Recurrence Dynamics for Speech Emotion Recognition
Interspeech 2018
NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion Classification
EMNLP 2018
NTUA-SLP at SemEval-2018 Task 1: Predicting Affective Content in Tweets with Deep Attentive RNNs and Transfer Learning
SemEval 2018
NTUA-SLP at SemEval-2018 Task 2: Predicting Emojis using RNNs with Context-aware Attention
SemEval 2018
NTUA-SLP at SemEval-2018 Task 3: Tracking Ironic Tweets using Ensembles of Word and Character Level Attentive RNNs
SemEval 2018
DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis
SemEval 2017
DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison
SemEval 2017