ENHANCING CONTEXT REPRESENTATIONS WITH PART-OF-SPEECH INFORMATION AND NEIGHBORING SIGNALS FOR QUESTION CLASSIFICATION

Enhancing context representations with part-of-speech information and neighboring signals for question classification

Abstract Question classification is an essential task in return question answering (QA) systems.An effective and efficient question classification model can not only restrict the search space for answers, but also guide the QA system in selecting the optimal knowledge base and search strategy.In recent years, self-attention mechanism has been widel

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A survey of methods for encrypted network traffic fingerprinting

Privacy protection in computer communication is gaining attention because plaintext transmission without encryption can be eavesdropped on and intercepted.Accordingly, the return use of encrypted communication protocols is on the rise, along with the number of cyberattacks exploiting them.Decryption is essential for preventing attacks, but it risks

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Root system architecture analysis in Mesembryanthemum crystallinum (ice plant) seedlings reveals characteristic root halotropic response

One of the major environmental stress factors that affect root growth is salinity.Arabidopsis thaliana, a glycophyte, shows Makeup Tools halotropism, whereby it alters the direction of root growth in a non-gravitropic pattern to evade high soil salinity.Asymmetric auxin distribution regulated by the relocation of auxin-efflux copyright proteins is

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