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121
Emotion Intensity and its Control for Emotional Voice Conversion ...
Zhou, Kun; Sisman, Berrak; Rana, Rajib. - : arXiv, 2022
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122
Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective ...
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123
An Evaluation Dataset for Legal Word Embedding: A Case Study On Chinese Codex ...
Lin, Chun-Hsien; Cheng, Pu-Jen. - : arXiv, 2022
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124
Application of Quantum Density Matrix in Classical Question Answering and Classical Image Classification ...
Abstract: Quantum density matrix represents all the information of the entire quantum system, and novel models of meaning employing density matrices naturally model linguistic phenomena such as hyponymy and linguistic ambiguity, among others in quantum question answering tasks. Naturally, we argue that applying the quantum density matrix into classical Question Answering (QA) tasks can show more effective performance. Specifically, we (i) design a new mechanism based on Long Short-Term Memory (LSTM) to accommodate the case when the inputs are matrixes; (ii) apply the new mechanism to QA problems with Convolutional Neural Network (CNN) and gain the LSTM-based QA model with the quantum density matrix. Experiments of our new model on TREC-QA and WIKI-QA data sets show encouraging results. Similarly, we argue that the quantum density matrix can also enhance the image feature information and the relationship between the features for the classical image classification. Thus, we (i) combine density matrices and CNN to design ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences; FOS Physical sciences; Machine Learning cs.LG; Quantum Physics quant-ph
URL: https://dx.doi.org/10.48550/arxiv.2203.11155
https://arxiv.org/abs/2203.11155
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125
Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense ...
Le, Thai; Lee, Jooyoung; Yen, Kevin. - : arXiv, 2022
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126
Detecting early signs of depression in the conversational domain: The role of transfer learning in low-resource scenarios ...
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127
LoL: A Comparative Regularization Loss over Query Reformulation Losses for Pseudo-Relevance Feedback ...
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128
Counterfactual Explanations for Natural Language Interfaces ...
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129
Uniform Complexity for Text Generation ...
Imperial, Joseph Marvin. - : arXiv, 2022
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130
Probing Speech Emotion Recognition Transformers for Linguistic Knowledge ...
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131
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering ...
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132
Position-based Prompting for Health Outcome Generation ...
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133
Dilated Convolutional Neural Networks for Lightweight Diacritics Restoration ...
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134
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records ...
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135
FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations ...
Mei, Lingjie; Mao, Jiayuan; Wang, Ziqi. - : arXiv, 2022
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136
Low-dimensional representation of infant and adult vocalization acoustics ...
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137
Chain-based Discriminative Autoencoders for Speech Recognition ...
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138
Error Correction in ASR using Sequence-to-Sequence Models ...
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139
Filter-based Discriminative Autoencoders for Children Speech Recognition ...
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140
Speaking clearly improves speech segmentation by statistical learning under optimal listening conditions ...
Guo, Zhe-chen. - : Open Science Framework, 2022
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