Morphological Processing of Low-Resource Languages: Where We Are and What’s Next ACL Findings

Adam Wiemerslage | Miikka Silfverberg | Changbing Yang | Arya McCarthy | Garrett Nicolai | Eliana Colunga | Katharina Kann |

Dim Wihl Gat Tun: The Case for Linguistic Expertise in NLP for Under-Documented Languages ACL Findings

Clarissa Forbes | Farhan Samir | Bruce Oliver | Changbing Yang | Edith Coates | Garrett Nicolai | Miikka Silfverberg |

One Wug, Two Wug+s Transformer Inflection Models Hallucinate Affixes ACL ComputEL

Farhan Samir | Miikka Silfverberg |

Generalizing Morphological Inflection Systems to Unseen Lemmas NAACL SIGMORPHON

Changbing Yang | Ruixin (Ray) Yang | Garrett Nicolai | Miikka Silfverberg |

Linguistically-Motivated Yorùbá-English Machine Translation COLING

Ife Adebara | Muhammad Abdul-Mageed | Miikka Silfverberg |

Yet Another Format of Universal Dependencies for Korean COLING

Yige Chen | Eunkyul Leah Jo | Yundong Yao | KyungTae Lim | Miikka Silfverberg | Francis M. Tyers | Jungyeul Park |

UniMorph 4.0: Universal Morphology LREC

Khuyagbaatar Batsuren | Omer Goldman | Salam Khalifa | Nizar Habash | Witold Kieraś | Gábor Bella | Brian Leonard | Garrett Nicolai | Kyle Gorman | Yustinus Ghanggo Ate | Maria Ryskina | Sabrina Mielke | Elena Budianskaya | Charbel El-Khaissi | Tiago Pimentel | Michael Gasser | William Abbott Lane | Mohit Raj | Matt Coler | Jaime Rafael Montoya Samame | Delio Siticonatzi Camaiteri | Esaú Zumaeta Rojas | Didier López Francis | Arturo Oncevay | Juan López Bautista | Gema Celeste Silva Villegas | Lucas Torroba Hennigen | Adam Ek | David Guriel | Peter Dirix | Jean-Philippe Bernardy | Andrey Scherbakov | Aziyana Bayyr-ool | Antonios Anastasopoulos | Roberto Zariquiey | Karina Sheifer | Sofya Ganieva | Hilaria Cruz | Ritván Karahóǧa | Stella Markantonatou | George Pavlidis | Matvey Plugaryov | Elena Klyachko | Ali Salehi | Candy Angulo | Jatayu Baxi | Andrew Krizhanovsky | Natalia Krizhanovskaya | Elizabeth Salesky | Clara Vania | Sardana Ivanova | Jennifer White | Rowan Hall Maudslay | Josef Valvoda | Ran Zmigrod | Paula Czarnowska | Irene Nikkarinen | Aelita Salchak | Brijesh Bhatt | Christopher Straughn | Zoey Liu | Jonathan North Washington | Yuval Pinter | Duygu Ataman | Marcin Wolinski | Totok Suhardijanto | Anna Yablonskaya | Niklas Stoehr | Hossep Dolatian | Zahroh Nuriah | Shyam Ratan | Francis M. Tyers | Edoardo M. Ponti | Grant Aiton | Aryaman Arora | Richard J. Hatcher | Ritesh Kumar | Jeremiah Young | Daria Rodionova | Anastasia Yemelina | Taras Andrushko | Igor Marchenko | Polina Mashkovtseva | Alexandra Serova | Emily Prud’hommeaux | Maria Nepomniashchaya | Fausto Giunchiglia | Eleanor Chodroff | Mans Hulden | Miikka Silfverberg | Arya D. McCarthy | David Yarowsky | Ryan Cotterell | Reut Tsarfaty | Ekaterina Vylomova |

An Inflectional Database for Gitksan LREC

Bruce Oliver | Clarissa Forbes | Changbing Yang | Farhan Samir | Edith Coates | Garrett Nicolai | Miikka Silfverberg |

Penalizing Divergence: Multi-Parallel Translation for Low-Resource Languages of North America COLING

Garrett Nicolai | Changbing Yang | Miikka Silfverberg |

Do RNN States Encode Abstract Phonological Alternations? NAACL

Miikka Silfverberg | Francis Tyers | Garrett Nicolai | Mans Hulden |

An FST morphological analyzer for the Gitksan language ACL IJCNLP SIGMORPHON

Clarissa Forbes | Garrett Nicolai | Miikka Silfverberg |

Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering ACL IJCNLP SIGMORPHON

Adam Wiemerslage | Arya D. McCarthy | Alexander Erdmann | Garrett Nicolai | Manex Agirrezabal | Miikka Silfverberg | Mans Hulden | Katharina Kann |

Unsupervised Paradigm Clustering Using Transformation Rules ACL IJCNLP SIGMORPHON

Changbing Yang | Garrett Nicolai | Miikka Silfverberg |

One Model to Pronounce Them All: Multilingual Grapheme-to-Phoneme Conversion With a Transformer Ensemble ACL SIGMORPHON WS

Kaili Vesik | Muhammad Abdul-Mageed | Miikka Silfverberg |

SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ACL SIGMORPHON WS

Ekaterina Vylomova | Jennifer White | Elizabeth Salesky | Sabrina J. Mielke | Shijie Wu | Edoardo Maria Ponti | Rowan Hall Maudslay | Ran Zmigrod | Josef Valvoda | Svetlana Toldova | Francis Tyers | Elena Klyachko | Ilya Yegorov | Natalia Krizhanovsky | Paula Czarnowska | Irene Nikkarinen | Andrew Krizhanovsky | Tiago Pimentel | Lucas Torroba Hennigen | Christo Kirov | Garrett Nicolai | Adina Williams | Antonios Anastasopoulos | Hilaria Cruz | Eleanor Chodroff | Ryan Cotterell | Miikka Silfverberg | Mans Hulden |

Noise Isn’t Always Negative: Countering Exposure Bias in Sequence-to-Sequence Inflection Models COLING

Garrett Nicolai | Miikka Silfverberg |

BabyFST - Towards a Finite-State Based Computational Model of Ancient Babylonian LREC

Aleksi Sahala | Miikka Silfverberg | Antti Arppe | Krister Lindén |

UniMorph 3.0: Universal Morphology LREC

Arya D. McCarthy | Christo Kirov | Matteo Grella | Amrit Nidhi | Patrick Xia | Kyle Gorman | Ekaterina Vylomova | Sabrina J. Mielke | Garrett Nicolai | Miikka Silfverberg | Timofey Arkhangelskiy | Nataly Krizhanovsky | Andrew Krizhanovsky | Elena Klyachko | Alexey Sorokin | John Mansfield | Valts Ernštreits | Yuval Pinter | Cassandra L. Jacobs | Ryan Cotterell | Mans Hulden | David Yarowsky |

Automated Phonological Transcription of Akkadian Cuneiform Text LREC

Aleksi Sahala | Miikka Silfverberg | Antti Arppe | Krister Lindén |

Weird Inflects but OK: Making Sense of Morphological Generation Errors CoNLL

Kyle Gorman | Arya D. McCarthy | Ryan Cotterell | Ekaterina Vylomova | Miikka Silfverberg | Magdalena Markowska |

Data-Driven Morphological Analysis for Uralic Languages WS

Miikka Silfverberg | Francis Tyers |

A Report on the Third VarDial Evaluation Campaign NAACL WS

Marcos Zampieri | Shervin Malmasi | Yves Scherrer | Tanja Samardžić | Francis Tyers | Miikka Silfverberg | Natalia Klyueva | Tung-Le Pan | Chu-Ren Huang | Radu Tudor Ionescu | Andrei M. Butnaru | Tommi Jauhiainen |

The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection ACL WS

Arya D. McCarthy | Ekaterina Vylomova | Shijie Wu | Chaitanya Malaviya | Lawrence Wolf-Sonkin | Garrett Nicolai | Christo Kirov | Miikka Silfverberg | Sebastian J. Mielke | Jeffrey Heinz | Ryan Cotterell | Mans Hulden |

Proceedings of the 3rd Workshop on the Use of Computational Methods in the Study of Endangered Languages Volume 1 (Papers) WS

Antti Arppe | Jeff Good | Mans Hulden | Jordan Lachler | Alexis Palmer | Lane Schwartz | Miikka Silfverberg |

Ensembles of Neural Morphological Inflection Models NoDaLiDa WS

Ilmari Kylliäinen | Miikka Silfverberg |

A Computational Model for the Linguistic Notion of Morphological Paradigm COLING

Miikka Silfverberg | Ling Liu | Mans Hulden |

An Encoder-Decoder Approach to the Paradigm Cell Filling Problem EMNLP

Miikka Silfverberg | Mans Hulden |

The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection CoNLL

Ryan Cotterell | Christo Kirov | John Sylak-Glassman | Géraldine Walther | Ekaterina Vylomova | Arya D. McCarthy | Katharina Kann | Sebastian Mielke | Garrett Nicolai | Miikka Silfverberg | David Yarowsky | Jason Eisner | Mans Hulden |

A Computational Architecture for the Morphology of Upper Tanana LREC

Olga Lovick | Christopher Cox | Miikka Silfverberg | Antti Arppe | Mans Hulden |

Initial Experiments in Data-Driven Morphological Analysis for Finnish WS

Miikka Silfverberg | Mans Hulden |

Sound Analogies with Phoneme Embeddings SCiL WS

Miikka P. Silfverberg | Lingshuang Mao | Mans Hulden |

Sub-label dependencies for Neural Morphological Tagging – The Joint Submission of University of Colorado and University of Helsinki for VarDial 2018 COLING VarDial WS

Miikka Silfverberg | Senka Drobac |

Phonological Features for Morphological Inflection EMNLP WS

Adam Wiemerslage | Miikka Silfverberg | Mans Hulden |

Marrying Universal Dependencies and Universal Morphology EMNLP WS

Arya D. McCarthy | Miikka Silfverberg | Ryan Cotterell | Mans Hulden | David Yarowsky |

Data Augmentation for Morphological Reinflection CoNLL

Miikka Silfverberg | Adam Wiemerslage | Ling Liu | Lingshuang Jack Mao |

Automatic Morpheme Segmentation and Labeling in Universal Dependencies Resources UDW WS

Miikka Silfverberg | Mans Hulden |

Weakly supervised learning of allomorphy WS

Miikka Silfverberg | Mans Hulden |

Data-Driven Spelling Correction using Weighted Finite-State Methods StatFSM WS

Miikka Silfverberg | Pekka Kauppinen | Krister Lindén |

Extracting Semantic Frames using hfst-pmatch NoDaLiDa WS

Sam Hardwick | Miikka Silfverberg | Krister Lindén |

Automated Lossless Hyper-Minimization for Morphological Analyzers FSMNLP WS

Senka Drobac | Miikka Silfverberg | Krister Lindén |

Accelerated Estimation of Conditional Random Fields using a Pseudo-Likelihood-inspired Perceptron Variant EACL

Teemu Ruokolainen | Miikka Silfverberg | Mikko Kurimo | Krister Linden |

Heuristic Hyper-minimization of Finite State Lexicons LREC

Senka Drobac | Krister Lindén | Tommi Pirinen | Miikka Silfverberg |

Part-of-Speech Tagging using Conditional Random Fields: Exploiting Sub-Label Dependencies for Improved Accuracy ACL

Miikka Silfverberg | Teemu Ruokolainen | Krister Lindén | Mikko Kurimo |

Modeling OOV Words With Letter N-Grams in Statistical Taggers: Preliminary Work in Biomedical Entity Recognition NoDaLiDa WS

Teemu Ruokolainen | Miikka Silfverberg |

Finite State Applications with Javascript NoDaLiDa WS

Mans Hulden | Miikka Silfverberg | Jerid Francom |

Implementation of Replace Rules Using Preference Operator WS

Senka Drobac | Miikka Silfverberg | Anssi Yli-Jyrä |

Combining Statistical Models for POS Tagging using Finite-State Calculus NoDaLiDa WS

Miikka Silfverberg | Krister Lindén |

A Method for Compiling Two-Level Rules with Multiple Contexts SIGMORPHON WS

Kimmo Koskenniemi | Miikka Silfverberg |

Conflict Resolution Using Weighted Rules in HFST-TWOLC NoDaLiDa WS

Miikka Silfverberg | Krister Lindén |