← Authors

Mathias Creutz

22 papers · 2003–2024 · 7 conferences · across top CS/AI conferences

Achievements

๐ŸŒˆ Renaissance Researcher (6) ๐Ÿ Cross-Pollinator (13) ๐Ÿ—บ๏ธ Taxonomy Completionist (44) ๐Ÿงญ Keyword Pioneer ๐Ÿฃ Hot Topic Early Bird ๐ŸŒ‰ Interdisciplinary Bridge ๐ŸŒ Conference Polyglot (7) ๐Ÿƒ Academic Marathon (21) ๐Ÿ† Keyword Champion (3) ๐Ÿ‘ฅ Mega-Team (77) ๐Ÿ—ƒ๏ธ Keyword Collector (84) ๐Ÿ’Ž Century Club (22) โšก Prolific Year (6)

Conferences

ACL (6) EMNLP (6) EACL (3) NAACL (3) IJCNLP (2) COLING (1) SEMEVAL (1)

Top co-authors

Jรถrg Tiedemann (9) Raรบl Vรกzquez (6) Mikko Kurimo (5) Teemu Vahtola (4) Sami Itkonen (3) Alessandro Raganato (3) Hande Celikkanat (3) Anssi Moisio (2) Sami Virpioja (2) Eetu Sjรถblom (2)

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

LLMsโ€™ 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