← Authors

Miikka Silfverberg

38 papers · 2014–2024 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (10) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (52) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ† Keyword Champion (2) 🀝 Dynamic Duo (20) 🧬 Topic Evolution πŸ‘₯ Mega-Team (28) πŸ’Ž Century Club (38) πŸ”₯ Unstoppable (8) πŸ—ƒοΈ Keyword Collector (141) ❓ The Questioner (2) ⚑ Prolific Year (7)

Conferences

ACL (16) COLING (6) EMNLP (6) CONLL (3) IJCNLP (3) NAACL (3) EACL (1)

Top co-authors

Garrett Nicolai (20) Mans Hulden (13) Changbing Yang (8) Adam Wiemerslage (6) Arya D. McCarthy (6) Katharina Kann (5) Ryan Cotterell (5) Ekaterina Vylomova (4) Christo Kirov (3) Sabrina J. Mielke (3)

Research topics

Linguistics (3)

Keywords

low-resource language (9) morphological inflection (9) unsupervised learning (6) morphological analysis (5) finite-state transducer (3) language documentation (3) data augmentation (3) neural network (3) interlinear glossing (2) multilingual nlp (2) transformer architecture (2) machine translation (2) shared task (2) morphological reinflection (2) word clustering (2) universal dependencies (2) neural machine translation (2) adaptor grammars (2) data hallucination (2) multilingual model (2)

Papers

Multiple Sources are Better Than One: Incorporating External Knowledge in Low-Resource Glossing EMNLP 2024
How Useful is Context, Actually? Comparing LLMs and Humans on Discourse Marker Prediction ACL 2024
PyFoma: a Python finite-state compiler module ACL 2024
Resisting the Lure of the Skyline: Grounding Practices in Active Learning for Morphological Inflection ACL 2024
Glossy Bytes: Neural Glossing using Subword Encoding ACL 2023
Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection EMNLP 2023
An Investigation of Noise in Morphological Inflection ACL 2023
Findings of the SIGMORPHON 2023 Shared Task on Interlinear Glossing ACL 2023
Generalizing Morphological Inflection Systems to Unseen Lemmas NAACL 2022
Morphological Processing of Low-Resource Languages: Where We Are and What’s Next ACL 2022
Dim Wihl Gat Tun: The Case for Linguistic Expertise in NLP for Under-Documented Languages ACL 2022
One Wug, Two Wug+s Transformer Inflection Models Hallucinate Affixes ACL 2022
Penalizing Divergence: Multi-Parallel Translation for Low-Resource Languages of North America COLING 2022
Linguistically-Motivated YorΓΉbΓ‘-English Machine Translation COLING 2022
Yet Another Format of Universal Dependencies for Korean COLING 2022
Impact of Sequence Length and Copying on Clause-Level Inflection EMNLP 2022
Unsupervised Paradigm Clustering Using Transformation Rules ACL 2021
Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering IJCNLP 2021
Unsupervised Paradigm Clustering Using Transformation Rules IJCNLP 2021
An FST morphological analyzer for the Gitksan language ACL 2021
Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering ACL 2021
An FST morphological analyzer for the Gitksan language IJCNLP 2021
Do RNN States Encode Abstract Phonological Alternations? NAACL 2021
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2020
Noise Isn’t Always Negative: Countering Exposure Bias in Sequence-to-Sequence Inflection Models COLING 2020
One Model to Pronounce Them All: Multilingual Grapheme-to-Phoneme Conversion With a Transformer Ensemble ACL 2020
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection ACL 2019
Weird Inflects but OK: Making Sense of Morphological Generation Errors CONLL 2019
A Report on the Third VarDial Evaluation Campaign NAACL 2019
Phonological Features for Morphological Inflection EMNLP 2018
Sub-label dependencies for Neural Morphological Tagging – The Joint Submission of University of Colorado and University of Helsinki for VarDial 2018 COLING 2018
The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection CONLL 2018
An Encoder-Decoder Approach to the Paradigm Cell Filling Problem EMNLP 2018
A Computational Model for the Linguistic Notion of Morphological Paradigm COLING 2018
Marrying Universal Dependencies and Universal Morphology EMNLP 2018
Data Augmentation for Morphological Reinflection CONLL 2017
Part-of-Speech Tagging using Conditional Random Fields: Exploiting Sub-Label Dependencies for Improved Accuracy ACL 2014
Accelerated Estimation of Conditional Random Fields using a Pseudo-Likelihood-inspired Perceptron Variant EACL 2014