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Hits 1 – 15 of 15

1
What transfers in morphological inflection? Experiments with analogical models ...
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2
Quantifying Paradigm Shape in Spanish Verbs
LeFevre, Grace. - : The Ohio State University, 2021
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3
Formalizing Inflectional Paradigm Shape with Information Theory
In: Proceedings of the Society for Computation in Linguistics (2021)
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4
The Paradigm Discovery Problem ...
Erdmann, Alexander; Elsner, Micha; Wu, Shijie. - : ETH Zurich, 2020
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5
The Paradigm Discovery Problem
In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (2020)
Abstract: This work treats the paradigm discovery problem (PDP), the task of learning an inflectional morphological system from unannotated sentences. We formalize the PDP and develop evaluation metrics for judging systems. Using currently available resources, we construct datasets for the task. We also devise a heuristic benchmark for the PDP and report empirical results on five diverse languages. Our benchmark system first makes use of word embeddings and string similarity to cluster forms by cell and by paradigm. Then, we bootstrap a neural transducer on top of the clustered data to predict words to realize the empty paradigm slots. An error analysis of our system suggests clustering by cell across different inflection classes is the most pressing challenge for future work.
URL: https://hdl.handle.net/20.500.11850/462310
https://doi.org/10.3929/ethz-b-000462310
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6
Interpreting Sequence-to-Sequence Models for Russian Inflectional Morphology
In: Proceedings of the Society for Computation in Linguistics (2020)
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7
Stop the Morphological Cycle, I Want to Get Off: Modeling the Development of Fusion
In: Proceedings of the Society for Computation in Linguistics (2020)
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8
Normalization may be ineffective for phonetic category learning ...
Hitczenko, Kasia; Mazuka, Reiko; Elsner, Micha. - : University of Massachusetts Amherst, 2019
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9
Normalization may be ineffective for phonetic category learning
In: Proceedings of the Society for Computation in Linguistics (2019)
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10
Lexical Networks in !Xung and Ju
Hussain, Syed-Amad. - : The Ohio State University, 2018
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11
Giving Good Directions: Order of Mention Reflects Visual Salience
Clarke, Alasdair D. F.; Elsner, Micha; Rohde, Hannah. - : Frontiers Media S.A., 2015
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12
Giving Good Directions: Order of Mention Reflects Visual Salience
Clarke, Alasdair DF; Elsner, Micha; Rohde, Hannah. - : Frontiers Media, 2015
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13
POS induction with distributional and morphological information using a distance-dependent Chinese Restaurant Process
Sirts, Kairit; Eisenstein, Jacob; Elsner, Micha. - : Stroudsburg, PA : Association for Computational Linguistics, 2014
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14
Where's Wally: the influence of visual salience on referring expression generation
Clarke, Alasdair D. F.; Elsner, Micha; Rohde, Hannah. - : Frontiers Media S.A., 2013
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15
Structured generative models for unsupervised named-entity clustering
Elsner, Micha; Charniak, Eugene; Johnson, Mark. - : East Stroudsburg, PA : Association for Computational Linguistics, 2009
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