Mathias Creutz
20 papers · 2003–2024 · 7 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (36) 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Topic Evolution
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Keyword Champion
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Century Club · Bronze
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Research topics
Natural Language Processing
(15)
Deep Learning
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Machine Learning
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Applications
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Resources & Methods
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Learning Types · Deep Learning
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Artificial Intelligence
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Learning Types · Machine Learning
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Core AI
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Generation
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Understanding
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Architectures
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Techniques
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Application Areas
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Keywords
transfer learning
(4)
neural machine translation
(4)
language model
(3)
machine translation
(3)
paraphrase detection
(3)
multilingual model
(3)
pre-trained language model
(2)
multilingual nlp
(2)
paraphrase generation
(2)
zero-shot translation
(2)
benchmark evaluation
(2)
sentence embedding
(2)
attention mechanism
(2)
multilingual translation
(1)
optimal transport
(1)
natural language generation
(1)
text classification
(1)
zero-shot learning
(1)
natural language inference
(1)
word alignment
(1)
Papers
Correcting Challenging Finnish Learner Texts With Claude, GPT-3.5 and GPT-4 Large Language Models
EACL 2024
LLMs’ morphological analyses of complex FST-generated Finnish words
ACL 2024
Toward the Modular Training of Controlled Paraphrase Adapters
EACL 2024
Guiding Zero-Shot Paraphrase Generation with Fine-Grained Control Tokens
ACL 2023
On using distribution-based compositionality assessment to evaluate compositional generalisation in machine translation
EMNLP 2023
A Closer Look at Parameter Contributions When Training Neural Language and Translation Models
COLING 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
EMNLP 2022
Helsinki-NLP at SemEval-2022 Task 2: A Feature-Based Approach to Multilingual Idiomaticity Detection
SemEval 2022
It Is Not Easy To Detect Paraphrases: Analysing Semantic Similarity With Antonyms and Negation Using the New SemAntoNeg Benchmark
EMNLP 2022
Morfessor-enriched features and multilingual training for canonical morphological segmentation
NAACL 2022
An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation
EMNLP 2021
Coping with Noisy Training Data Labels in Paraphrase Detection
EMNLP 2021
On the differences between BERT and MT encoder spaces and how to address them in translation tasks
ACL 2021
An Evaluation of Language-Agnostic Inner-Attention-Based Representations in Machine Translation
ACL 2019
Multilingual NMT with a Language-Independent Attention Bridge
ACL 2019
Paraphrase Detection on Noisy Subtitles in Six Languages
EMNLP 2018
Web Augmentation of Language Models for Continuous Speech Recognition of SMS Text Messages
EACL 2009
Speech to speech machine translation: Biblical chatter from Finnish to English
IJCNLP 2008
Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages
NAACL 2007
Unsupervised Segmentation of Words Using Prior Distributions of Morph Length and Frequency
ACL 2003