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Hits 101 – 120 of 2.739

101
Backtranslation in Neural Morphological Inflection ...
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102
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
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103
When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation ...
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104
The Reading Machine: a Versatile Framework for Studying Incremental Parsing Strategies ...
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105
To POS Tag or Not to POS Tag: The Impact of POS Tags on Morphological Learning in Low-Resource Settings ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.78 Abstract: Part-of-Speech (POS) tags are routinely included as features in many NLP tasks. However, the importance and usefulness of POS tags needs to be examined as NLP expands to low-resource languages because linguists who provide many annotated resources do not place priority on early identification and tagging of POS. This paper describes an empirical study about the effect that POS tags have on two computational morphological tasks with the Transformer architecture. Each task is tested twice on identical data except for the presence/absence of POS tags, using published data in ten high- to low-resource languages or unpublished linguistic field data in five low-resource languages. We find that the presence or absence of POS tags does not have a significant bearing on performance. In joint segmentation and glossing, the largest average difference is an .09 improvement in F1-scores by removing POS tags. In reinflection, the greatest average ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Morphology; Neural Network; Semantics
URL: https://underline.io/lecture/25958-to-pos-tag-or-not-to-pos-tag-the-impact-of-pos-tags-on-morphological-learning-in-low-resource-settings
https://dx.doi.org/10.48448/04km-3434
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106
Translating Headers of Tabular Data: A Pilot Study of Schema Translation ...
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107
A Prototype Free/Open-Source Morphological Analyser and Generator for Sakha ...
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108
Automatic Error Type Annotation for Arabic ...
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109
Developing Conversational Data and Detection of Conversational Humor in Telugu ...
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110
Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex Words ...
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111
HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation ...
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112
Minimally-Supervised Morphological Segmentation using Adaptor Grammars with Linguistic Priors ...
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113
neVANiLLa dataset ...
Gashkov, Alexander. - : figshare, 2021
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114
neVANiLLa dataset ...
Gashkov, Alexander. - : figshare, 2021
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115
UzBERT: pretraining a BERT model for Uzbek ...
Mansurov, B.; Mansurov, A.. - : figshare, 2021
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116
UzBERT: pretraining a BERT model for Uzbek ...
Mansurov, B.; Mansurov, A.. - : figshare, 2021
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117
What interventions can decrease or increase belief polarisation in a population of rational agents? ...
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118
LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification ...
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119
Cross-document Event Identity via Dense Annotation ...
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120
Quotation Recommendation and Interpretation Based on Transformation from Queries to Quotations ...
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