[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 …
important role in information retrieval, automatic question answering, machine translation …
Explainable AI: current status and future directions
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 …
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
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 …
has come at the expense of models becoming less interpretable. This survey presents an …
Quantum-inspired multimodal fusion for video sentiment analysis
We tackle the crucial challenge of fusing different modalities of features for multimodal
sentiment analysis. Mainly based on neural networks, existing approaches largely model …
sentiment analysis. Mainly based on neural networks, existing approaches largely model …
CFN: a complex-valued fuzzy network for sarcasm detection in conversations
Sarcasm detection in conversation, a theoretically and practically challenging artificial
intelligence task, aims to discover elusively ironic, contemptuous, and metaphoric …
intelligence task, aims to discover elusively ironic, contemptuous, and metaphoric …
Quantum optimization and quantum learning: A survey
Quantum mechanism, which has received widespread attention, is in continuous evolution
rapidly. The powerful computing power and high parallel ability of quantum mechanism …
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
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 …
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
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 …
been very successful in recent years, leading to the development of several approaches of …
Tensor networks meet neural networks: A survey and future perspectives
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 …
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 …
attention. Quantum-inspired complex word embedding based on Hilbert space plays an …