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1
Graph theoretical analysis reveals the adaptive role of the left ventral occipito-temporal cortex in the brain networks during speech processing
In: https://hal.archives-ouvertes.fr/hal-03576260 ; 2022 (2022)
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2
Encouraging impacts of an Open Education Resource Degree Initiative on college students’ progress to degree
In: High Educ (Dordr) (2022)
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3
The brain signature of emerging reading in two contrasting languages
In: ISSN: 1053-8119 ; EISSN: 1095-9572 ; NeuroImage ; https://hal.archives-ouvertes.fr/hal-03378004 ; NeuroImage, Elsevier, 2021, 225, pp.117503. ⟨10.1016/j.neuroimage.2020.117503⟩ (2021)
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4
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.487 Abstract: Few-shot Named Entity Recognition (NER) exploits only a handful of annotations to iden- tify and classify named entity mentions. Pro- totypical network shows superior performance on few-shot NER. However, existing prototyp- ical methods fail to differentiate rich seman- tics in other-class words, which will aggravate overfitting under few shot scenario. To address the issue, we propose a novel model, Mining Undefined Classes from Other-class (MUCO), that can automatically induce different unde- fined classes from the other class to improve few-shot NER. With these extra-labeled unde- fined classes, our method will improve the dis- criminative ability of NER classifier and en- hance the understanding of predefined classes with stand-by semantic knowledge. Experi- mental results demonstrate that our model out- performs five state-of-the-art models in both 1- shot and 5-shots settings on four NER bench- marks. We will release the code upon ...
URL: https://dx.doi.org/10.48448/xvx2-6258
https://underline.io/lecture/25935-learning-from-miscellaneous-other-class-words-for-few-shot-named-entity-recognition
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5
Multi-Task Learning and Adapted Knowledge Models for Emotion-Cause Extraction ...
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6
Unit selection synthesis based data augmentation for fixed phrase speaker verification ...
Huang, Houjun; Xiang, Xu; Zhao, Fei. - : arXiv, 2021
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7
Pharmacokinetics-Based Chronoefficacy of Semen Strychni and Tripterygium Glycoside Tablet Against Rheumatoid Arthritis
In: Front Pharmacol (2021)
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8
Intelligent Home 3D: Automatic 3D-House Design from Linguistic Descriptions Only ...
Chen, Qi; Wu, Qi; Tang, Rui. - : arXiv, 2020
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9
Bayes-enhanced Lifelong Attention Networks for Sentiment Classification ...
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10
Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon ...
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11
MT-Teql: Evaluating and Augmenting Consistency of Text-to-SQL Models with Metamorphic Testing ...
Ma, Pingchuan; Wang, Shuai. - : arXiv, 2020
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12
Longitudinal changes in linguistic complexity among professional football players
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13
Modeling Review Spam Using Temporal Patterns and Co-bursting Behaviors ...
Li, Huayi; Fei, Geli; Wang, Shuai. - : arXiv, 2016
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14
Conjunction is more than just a grammatical resource: a comparative study of conjunctions in U.S. and Chinese mathematics lessons
Wang, Shuai. - 2016
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15
Tracking Discourse Complexity Preceding Alzheimer’s Disease Diagnosis: A Case Study Comparing the Press Conferences of Presidents Ronald Reagan and George Herbert Walker Bush
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16
Approaches for Candidate Document Retrieval and Detailed Comparison of Plagiarism Detection Notebook for PAN at CLEF 2012
In: http://www.clef-initiative.eu/documents/71612/4b5dd9dc-cc73-4599-912e-ecabb2f71fcb/
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