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1
On Homophony and Rényi Entropy ...
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2
Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication ...
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3
Signed Coreference Resolution ...
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4
Backtranslation in Neural Morphological Inflection ...
Abstract: Backtranslation is a common technique for leveraging unlabeled data in low-resource scenarios in machine translation. The method is directly applicable to morphological inflection generation if unlabeled word forms are available. This paper evaluates the potential of backtranslation for morphological inflection using data from six languages with labeled data drawn from the SIGMORPHON shared task resource and unlabeled data from different sources. Our core finding is that backtranslation can offer modest improvements in low-resource scenarios, but only if the unlabeled data is very clean and has been filtered by the same annotation standards as the labeled data. ...
Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Machine translation; Natural Language Processing
URL: https://dx.doi.org/10.48448/mhc1-hn61
https://underline.io/lecture/39458-backtranslation-in-neural-morphological-inflection
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5
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
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6
Translating Headers of Tabular Data: A Pilot Study of Schema Translation ...
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7
A Prototype Free/Open-Source Morphological Analyser and Generator for Sakha ...
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8
Automatic Error Type Annotation for Arabic ...
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9
Developing Conversational Data and Detection of Conversational Humor in Telugu ...
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10
An Information-Theoretic Characterization of Morphological Fusion ...
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11
Cross-document Event Identity via Dense Annotation ...
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12
Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning ...
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13
(Mis)alignment Between Stance Expressed in Social Media Data and Public Opinion Surveys ...
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14
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach ...
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15
Rewards with Negative Examples for Reinforced Topic-Focused Abstractive Summarization ...
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16
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training ...
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17
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining ...
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18
HittER: Hierarchical Transformers for Knowledge Graph Embeddings ...
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19
Ara-Women-Hate: The first Arabic Hate Speech corpus regarding Women ...
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20
Detecting Gender Bias using Explainability ...
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