[HTML][HTML] Measurement of text similarity: a survey

J Wang, Y Dong - Information, 2020 - mdpi.com
Text similarity measurement is the basis of natural language processing tasks, which play an
important role in information retrieval, automatic question answering, machine translation …

Explainable AI: current status and future directions

P Gohel, P Singh, M Mohanty - arXiv preprint arXiv:2107.07045, 2021 - arxiv.org
Explainable Artificial Intelligence (XAI) is an emerging area of research in the field of
Artificial Intelligence (AI). XAI can explain how AI obtained a particular solution (eg …

A survey of the state of explainable AI for natural language processing

M Danilevsky, K Qian, R Aharonov, Y Katsis… - arXiv preprint arXiv …, 2020 - arxiv.org
Recent years have seen important advances in the quality of state-of-the-art models, but this
has come at the expense of models becoming less interpretable. This survey presents an …

Quantum-inspired multimodal fusion for video sentiment analysis

Q Li, D Gkoumas, C Lioma, M Melucci - Information Fusion, 2021 - Elsevier
We tackle the crucial challenge of fusing different modalities of features for multimodal
sentiment analysis. Mainly based on neural networks, existing approaches largely model …

CFN: a complex-valued fuzzy network for sarcasm detection in conversations

Y Zhang, Y Liu, Q Li, P Tiwari, B Wang… - … on Fuzzy Systems, 2021 - ieeexplore.ieee.org
Sarcasm detection in conversation, a theoretically and practically challenging artificial
intelligence task, aims to discover elusively ironic, contemptuous, and metaphoric …

Quantum optimization and quantum learning: A survey

Y Li, M Tian, G Liu, C Peng, L Jiao - Ieee Access, 2020 - ieeexplore.ieee.org
Quantum mechanism, which has received widespread attention, is in continuous evolution
rapidly. The powerful computing power and high parallel ability of quantum mechanism …

A quantum-like multimodal network framework for modeling interaction dynamics in multiparty conversational sentiment analysis

Y Zhang, D Song, X Li, P Zhang, P Wang, L Rong… - Information …, 2020 - Elsevier
Sentiment analysis in conversations is an emerging yet challenging artificial intelligence (AI)
task. It aims to discover the affective states and emotional changes of speakers involved in a …

[HTML][HTML] Quantum natural language processing: Challenges and opportunities

R Guarasci, G De Pietro, M Esposito - Applied sciences, 2022 - mdpi.com
The meeting between Natural Language Processing (NLP) and Quantum Computing has
been very successful in recent years, leading to the development of several approaches of …

Tensor networks meet neural networks: A survey and future perspectives

M Wang, Y Pan, Z Xu, X Yang, G Li… - arXiv preprint arXiv …, 2023 - arxiv.org
Tensor networks (TNs) and neural networks (NNs) are two fundamental data modeling
approaches. TNs were introduced to solve the curse of dimensionality in large-scale tensors …

Two end-to-end quantum-inspired deep neural networks for text classification

J Shi, Z Li, W Lai, F Li, R Shi, Y Feng… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In linguistics, the uncertainty of context due to polysemy is widespread, which attracts much
attention. Quantum-inspired complex word embedding based on Hilbert space plays an …