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1
Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication ...
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2
Signed Coreference Resolution ...
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3
Backtranslation in Neural Morphological Inflection ...
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4
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
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5
Translating Headers of Tabular Data: A Pilot Study of Schema Translation ...
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6
A Prototype Free/Open-Source Morphological Analyser and Generator for Sakha ...
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7
Automatic Error Type Annotation for Arabic ...
Abstract: We present ARETA, an automatic error type annotation system for Modern Standard Arabic. We design ARETA to address Arabic’s morphological richness and orthographic ambiguity. We base our error taxonomy on the Arabic Learner Corpus (ALC) Error Tagset with some modifications. ARETA achieves a performance of 85.8% (micro average F1 score) on a manually annotated blind test portion of ALC. We also demonstrate ARETA’s usability by applying it to a number of submissions from the QALB 2014 shared task for Arabic grammatical error correction. The resulting analyses give helpful insights on the strengths and weaknesses of different submissions, which is more useful than the opaque M2 scoring metrics used in the shared task. ARETA employs a large Arabic morphological analyzer but is completely unsupervised otherwise. We make ARETA publicly available. ...
Keyword: Computational Linguistics; Information Extraction; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing
URL: https://dx.doi.org/10.48448/1s26-nw85
https://underline.io/lecture/39891-automatic-error-type-annotation-for-arabic
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8
Developing Conversational Data and Detection of Conversational Humor in Telugu ...
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9
Cross-document Event Identity via Dense Annotation ...
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10
Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning ...
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11
(Mis)alignment Between Stance Expressed in Social Media Data and Public Opinion Surveys ...
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12
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach ...
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13
Rewards with Negative Examples for Reinforced Topic-Focused Abstractive Summarization ...
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14
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training ...
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15
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining ...
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16
HittER: Hierarchical Transformers for Knowledge Graph Embeddings ...
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17
Ara-Women-Hate: The first Arabic Hate Speech corpus regarding Women ...
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18
Detecting Gender Bias using Explainability ...
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19
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization ...
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20
Blindness to Modality Helps Entailment Graph Mining ...
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