Results 11 to 20 of about 99,416 (166)
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study [PDF]
Findings of the Association for Computational Linguistics: EMNLP 2020, 2020 Multilingual BERT (mBERT) has shown reasonable capability for zero-shot cross-lingual transfer when fine-tuned on downstream tasks. Since mBERT is not pre-trained with explicit cross-lingual supervision, transfer performance can further be improved by aligning mBERT with cross-lingual signal.
Kulshreshtha, Saurabh +2 more
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Multi task learning with general vector space for cross-lingual semantic relation detection
Journal of King Saud University: Computer and Information Sciences, 2022 Semantic relation detection has an important role in natural language processing. In a supervised approach, the training process requires a sufficient amount of labeled data.
Rizka W. Sholikah +3 more
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Leveraging Multi-Modal Information for Cross-Lingual Entity Matching across Knowledge Graphs
Applied Sciences, 2022 In recent years, the scale of knowledge graphs and the number of entities have grown rapidly. Entity matching across different knowledge graphs has become an urgent problem to be solved for knowledge fusion.
Tianxing Wu +3 more
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IEEE Open Journal of Signal Processing, 2021 This study addresses unsupervised subword modeling, i.e., learning acoustic feature representations that can distinguish between subword units of a language.
Siyuan Feng, Odette Scharenborg
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Journal of Advanced Computing Systems, 2023 This paper introduces TRAM-FIN, a novel transformer-based model for real-time financial risk detection in multinational corporate statements. Automated risk assessment across diverse regulatory environments presents significant challenges due to ...
Yilun Li, Xiaoxiao Jiang, Yumeng Wang
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Formation of visual memories controlled by gamma power phase-locked to alpha oscillations [PDF]
, 2016 Neuronal oscillations provide a window for understanding the brain dynamics that organize the flow of information from sensory to memory areas. While it has been suggested that gamma power reflects feedforward processing and alpha oscillations feedback ...
Chung, Chun Kee +9 more
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IEEE Access, 2021 This paper proposes a non-parallel cross-lingual voice conversion (CLVC) model that can mimic voice while continuously controlling speaker individuality on the basis of the variational autoencoder (VAE) and star generative adversarial network (StarGAN ...
Tuan Vu Ho, Masato Akagi
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Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study
Proceedings of the 3rd Workshop on Multi-lingual Representation Learning (MRL), 2023 The 3rd Workshop on Multilingual Representation Learning (MRL@EMNLP2023)
De Raedt, Maarten +4 more
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Bilingual word recognition in a sentence context [PDF]
, 2012 This article provides an overview of bilingualism research on visual word recognition in isolation and in sentence context. Many studies investigating the processing of words out-of-context have shown that lexical representations from both languages are ...
Duyck, Wouter +2 more
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Psychophysical evaluation of a sanshool derivative (alkylamide) and the elucidation of mechanisms subserving tingle. [PDF]
PLoS ONE, 2010 Previous studies investigated the neural and molecular underpinnings of the tingle sensation evoked by sanshool and other natural or synthetic alkylamides.
Kelly C Albin, Christopher T Simons
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