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A Beam Search Framework for Quantum Circuit Mapping [PDF]

open access: yesEntropy
In the era of noisy intermediate-scale quantum (NISQ) computing, the limited connectivity between qubits is one of the common physical limitations faced by current quantum computing devices. Quantum circuit mapping methods transform quantum circuits into
Cheng Qiu, Pengcheng Zhu, Lihua Wei
doaj   +2 more sources

Meshed Context-Aware Beam Search for Image Captioning [PDF]

open access: yesEntropy
Beam search is a commonly used algorithm in image captioning to improve the accuracy and robustness of generated captions by finding the optimal word sequence. However, it mainly focuses on the highest-scoring sequence at each step, often overlooking the
Fengzhi Zhao   +3 more
doaj   +2 more sources

Decoding Methods in Neural Language Generation: A Survey

open access: yesInformation, 2021
Neural encoder-decoder models for language generation can be trained to predict words directly from linguistic or non-linguistic inputs. When generating with these so-called end-to-end models, however, the NLG system needs an additional decoding ...
Sina Zarrieß   +2 more
doaj   +1 more source

A Combined Extractive With Abstractive Model for Summarization

open access: yesIEEE Access, 2021
Aiming at the difficulties in document-level summarization, this paper presents a two-stage, extractive and then abstractive summarization model. In the first stage, we extract the important sentences by combining sentences similarity matrix (only used ...
Wenfeng Liu   +3 more
doaj   +1 more source

Entropy-Based Dynamic Rescoring with Language Model in E2E ASR Systems

open access: yesApplied Sciences, 2022
Language models (LM) have played crucial roles in automatic speech recognition (ASR), whether as an essential part of a conventional ASR system composed of an acoustic model and LM, or as an integrated model to enhance the performance of novel end-to-end
Zhuo Gong   +2 more
doaj   +1 more source

Path Optimization of Stacker in Compact Storage System with Dual-Port Layout

open access: yesShanghai Jiaotong Daxue xuebao, 2022
The compact storage system is a new storage technology in the field of intelligent logistics technology, and its most typical feature is that it can realize multi-depth storage of unit loads.
YAN Qing, LU Jiansha, JIANG Weiguang, SHAO Yiping, TANG Hongtao, LI Yingde
doaj   +1 more source

Dual-Modal Transformer with Enhanced Inter- and Intra-Modality Interactions for Image Captioning

open access: yesApplied Sciences, 2022
Image captioning is oriented towards describing an image with the best possible use of words that can provide a semantic, relatable meaning of the scenario inscribed.
Deepika Kumar   +3 more
doaj   +1 more source

Anomaly Detection in Smart Homes Using Deep Learning [PDF]

open access: yesIranica Journal of Energy and Environment, 2019
Smart homes enable many people, especially the elderly and patients, to live alone and maintain their independence and comfort. The realization of this goal depends on monitoring all activities in the house to report any observed anomaly immediately to ...
M. Moallem, H. Hassanpour, A. A. Pouyan
doaj   +1 more source

Generating Natural Language Descriptions From Tables

open access: yesIEEE Access, 2020
This paper proposes a neural generative architecture, namely NLDT, to generate a natural language short text describing a table which has formal structure and valuable information.
Juan Cao
doaj   +1 more source

Neural Network Approach to Program Synthesis for Tabular Transformation by Example

open access: yesIEEE Access, 2022
Data transformation is a laborious and time-consuming task for analysts. Programming by example (PBE) is a technique that can simplify this difficult task for data analysts by automatically generating programs for data transformation.
Yoshifumi Ujibashi, Atsuhiro Takasu
doaj   +1 more source

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