Mathias Creutz
22 papers · 2003–2024 · 7 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (21)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(21)
🏆
Keyword Champion
(3)
👥
Mega-Team
(77)
🗃️
Keyword Collector
(84)
💎
Century Club
(22)
⚡
Prolific Year
(6)
Conferences
ACL (6)
EMNLP (6)
EACL (3)
NAACL (3)
IJCNLP (2)
COLING (1)
SEMEVAL (1)
Top co-authors
Keywords
neural machine translation
(5)
transfer learning
(4)
language model
(3)
machine translation
(3)
paraphrase detection
(3)
multilingual model
(3)
zero-shot translation
(2)
idiomaticity detection
(2)
pretrained language model
(2)
sentence embedding
(2)
attention mechanism
(2)
multilingual nlp
(2)
benchmark evaluation
(2)
paraphrase generation
(2)
feature engineering
(2)
multilingual translation
(1)
natural language generation
(1)
text classification
(1)
natural language inference
(1)
embedding space
(1)
Papers
LLMs’ morphological analyses of complex FST-generated Finnish words
ACL 2024
Correcting Challenging Finnish Learner Texts With Claude, GPT-3.5 and GPT-4 Large Language Models
EACL 2024
Toward the Modular Training of Controlled Paraphrase Adapters
EACL 2024
On using distribution-based compositionality assessment to evaluate compositional generalisation in machine translation
EMNLP 2023
Guiding Zero-Shot Paraphrase Generation with Fine-Grained Control Tokens
ACL 2023
Helsinki-NLP at SemEval-2022 Task 2: A Feature-Based Approach to Multilingual Idiomaticity Detection
SEMEVAL 2022
A Closer Look at Parameter Contributions When Training Neural Language and Translation Models
COLING 2022
Helsinki-NLP at SemEval-2022 Task 2: A Feature-Based Approach to Multilingual Idiomaticity Detection
NAACL 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
EMNLP 2022
Morfessor-enriched features and multilingual training for canonical morphological segmentation
NAACL 2022
It Is Not Easy To Detect Paraphrases: Analysing Semantic Similarity With Antonyms and Negation Using the New SemAntoNeg Benchmark
EMNLP 2022
An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation
EMNLP 2021
On the differences between BERT and MT encoder spaces and how to address them in translation tasks
ACL 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
IJCNLP 2021
Multilingual NMT with a Language-Independent Attention Bridge
ACL 2019
An Evaluation of Language-Agnostic Inner-Attention-Based Representations in Machine Translation
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