← Authors

Mans Hulden

44 papers · 2009–2024 · 7 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (15) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (57) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (9) 🌍 Conference Polyglot (7) 🐺 Lone Wolf (3) πŸ‘₯ Mega-Team (58) 🀝 Dynamic Duo (13) πŸ† Keyword Champion (2) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (10) πŸ”₯ Unstoppable (11) ❓ The Questioner (5) πŸ’Ž Century Club (44) πŸ“ˆ Trend Setter ⚑ Prolific Year (9) πŸ—ƒοΈ Keyword Collector (145)

Conferences

ACL (15) COLING (7) EMNLP (7) CONLL (5) NAACL (4) EACL (3) IJCNLP (3)

Top co-authors

Miikka Silfverberg (13) Garrett Nicolai (10) Ryan Cotterell (9) Ling Liu (9) Arya D. McCarthy (6) Sarah Moeller (6) Ekaterina Vylomova (6) Michael Ginn (5) David Yarowsky (5) Sabrina J. Mielke (5)

Research topics

Linguistics (2) Applications (1)

Keywords

morphological inflection (10) low-resource language (7) morphological analysis (6) data augmentation (6) neural network (5) transformer model (5) transfer learning (3) sequence-to-sequence model (3) neural model (3) part-of-speech tagging (3) unsupervised learning (3) morphological reinflection (3) morphological paradigm (3) word inflection (2) natural language processing (2) endangered language (2) transformer architecture (2) interlinear glossed text (2) multilingual nlp (2) active learning (2)

Papers

On the Robustness of Neural Models for Full Sentence Transformation NAACL 2024
Can we teach language models to gloss endangered languages? EMNLP 2024
Resisting the Lure of the Skyline: Grounding Practices in Active Learning for Morphological Inflection ACL 2024
PyFoma: a Python finite-state compiler module ACL 2024
Do transformer models do phonology like a linguist? ACL 2023
Findings of the SIGMORPHON 2023 Shared Task on Interlinear Glossing ACL 2023
Eeny, meeny, miny, moe. How to choose data for morphological inflection. EMNLP 2022
Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models ACL 2022
Detecting Annotation Errors in Morphological Data with the Transformer ACL 2022
Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering IJCNLP 2021
Backtranslation in Neural Morphological Inflection EMNLP 2021
Applying the Transformer to Character-level Transduction EACL 2021
To POS Tag or Not to POS Tag: The Impact of POS Tags on Morphological Learning in Low-Resource Settings ACL 2021
Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering ACL 2021
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages ACL 2021
Do RNN States Encode Abstract Phonological Alternations? NAACL 2021
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages IJCNLP 2021
To POS Tag or Not to POS Tag: The Impact of POS Tags on Morphological Learning in Low-Resource Settings IJCNLP 2021
Data Augmentation for Transformer-based G2P ACL 2020
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2020
The SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion ACL 2020
Leveraging Principal Parts for Morphological Inflection ACL 2020
Linguist vs. Machine: Rapid Development of Finite-State Morphological Grammars ACL 2020
Analogy Models for Neural Word Inflection COLING 2020
IGT2P: From Interlinear Glossed Texts to Paradigms EMNLP 2020
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection ACL 2019
A Neural Morphological Analyzer for Arapaho Verbs Learned from a Finite State Transducer COLING 2018
A Computational Model for the Linguistic Notion of Morphological Paradigm COLING 2018
The Computational Complexity of Distinctive Feature Minimization in Phonology NAACL 2018
The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection CONLL 2018
An Encoder-Decoder Approach to the Paradigm Cell Filling Problem EMNLP 2018
Phonological Features for Morphological Inflection EMNLP 2018
Marrying Universal Dependencies and Universal Morphology EMNLP 2018
Automatic Glossing in a Low-Resource Setting for Language Documentation COLING 2018
Proceedings of the CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection CONLL 2018
CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages CONLL 2017
Proceedings of the CoNLL SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection CONLL 2017
A phoneme clustering algorithm based on the obligatory contour principle CONLL 2017
How Regular is Japanese Loanword Adaptation? A Computational Study COLING 2016
Machine Learning for Metrical Analysis of English Poetry COLING 2016
Paradigm classification in supervised learning of morphology NAACL 2015
Semi-supervised learning of morphological paradigms and lexicons EACL 2014
Why Implementation Matters: Evaluation of an Open-source Constraint Grammar Parser COLING 2014
Foma: a Finite-State Compiler and Library EACL 2009