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1
Evaluation of Tacotron Based Synthesizers for Spanish and Basque
In: Applied Sciences; Volume 12; Issue 3; Pages: 1686 (2022)
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2
CCG Supertagging as Top-down Tree Generation
In: Proceedings of the Society for Computation in Linguistics (2021)
Abstract: Although current CCG supertaggers achieve high accuracy on the standard WSJ test set, few systems make use of the categories' internal structure that will drive the syntactic derivation during parsing. The tagset is traditionally truncated, discarding the many rare and complex category types in the long tail. Rather than give up on rare tags, we investigate models that account for the internal structure of categories, including novel methods for tree-structured prediction. Our best tagger is capable of recovering a sizeable fraction of long-tail supertags and even generates CCG categories that have never been seen in training, while approximating the prior state of the art in overall tag accuracy with fewer parameters.
Keyword: CCG; Computational Linguistics; long tail; robustness; structured prediction; supertagging; syntax; tree decoding
URL: https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1198&context=scil
https://scholarworks.umass.edu/scil/vol4/iss1/34
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3
Vowel Harmony Viewed as Error-Correcting Code
In: Proceedings of the Society for Computation in Linguistics (2021)
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4
Generating Adversarial Examples for Topic-dependent Argument Classification
In: COMMA 2020 - 8th International Conference on Computational Models of Argument ; https://hal.archives-ouvertes.fr/hal-02933266 ; COMMA 2020 - 8th International Conference on Computational Models of Argument, Sep 2020, Perugia, Italy (2020)
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5
Complexity of Stability ...
Frei, Fabian; Hemaspaandra, Edith; Rothe, Jörg. - : Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020
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6
Complexity of Stability ...
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7
Automatic word count estimation from daylong child-centered recordings in various language environments using language-independent syllabification of speech
Soderstrom, M; Karadayi, J; Casillas, M. - : Elsevier BV, 2020
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8
Complexity of Stability
In: Leibniz International Proceedings in Informatics, 181 ; 31st International Symposium on Algorithms and Computation (ISAAC 2020) (2020)
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9
NAT: Noise-Aware Training for Robust Neural Sequence Labeling
In: Fraunhofer IAIS (2020)
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10
VoiceHome-2, an extended corpus for multichannel speech processing in real homes
In: ISSN: 0167-6393 ; EISSN: 1872-7182 ; Speech Communication ; https://hal.inria.fr/hal-01923108 ; Speech Communication, Elsevier : North-Holland, 2019, 106, pp.68-78. ⟨10.1016/j.specom.2018.11.002⟩ (2019)
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11
Towards Interpretability and Robustness of Machine Learning Models
Chen, Jianbo. - : eScholarship, University of California, 2019
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12
Assessing the Robustness of Conversational Agents using Paraphrases
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13
Robust speech recognition for german and dialectal broadcast programmes
In: Fraunhofer IAIS (2018)
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14
Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition
Xie, Z; Sun, Z; Jin, L. - 2017
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15
Lightweight Spoken Utterance Classification with CFG, tf-idf and Dynamic Programming
In: ISBN: 978-3-319-68455-0 ; Statistical Language and Speech Processing (SLSP) pp. 143-154 (2017)
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16
A French corpus for distant-microphone speech processing in real homes
In: Interspeech 2016 ; https://hal.inria.fr/hal-01343060 ; Interspeech 2016, Sep 2016, San Francisco, United States (2016)
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17
Reconnaissance automatique de gestes manuels en langue des signes
In: RFIA 2016 ; RFIA'16: Le vingtième congrès national sur la Reconnaissance des Formes et l'Intelligence Artificielle ; https://hal.archives-ouvertes.fr/hal-01332141 ; RFIA'16: Le vingtième congrès national sur la Reconnaissance des Formes et l'Intelligence Artificielle , Jun 2016, Clermont-Ferrand, France (2016)
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18
Investigation of Back-off Based Interpolation Between Recurrent Neural Network and N-gram Language Models (Author's Manuscript)
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19
Lexicographic α-robustness: an application to the 1-median problem
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20
Robust 1-median location problem on a tree
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