Miikka Silfverberg
38 papers · 2014–2024 · 7 conferences · across top CS/AI conferences
Achievements
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(2)
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(20)
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(38)
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Prolific Year
(7)
Conferences
ACL (16)
COLING (6)
EMNLP (6)
CONLL (3)
IJCNLP (3)
NAACL (3)
EACL (1)
Top co-authors
Research topics
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 Yorùbá-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