A novel joint IDSF model based on enhanced heterogeneous attention mechanism for agriculture (AgHA-IDSF) was proposed.
A novel joint agricultural intent detection and slot filling model was proposed. The intent embedding matrix was introduced to enrich the intent information.
First, the heterogeneous attention mechanism was proposed to enable slot semantic representation to fully integrate intention information. Then, intent ...
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What is intent detection and slot filling?
What is slot filling?
Intent Detection and Slot Filling is the task of interpreting user commands/queries by extracting the intent and the relevant slots.
Joint intent detection and slot filling with syntactic and semantic features ...
peerj.com › articles
Oct 8, 2024 · Joint agricultural intent detection and slot filling based on enhanced heterogeneous attention mechanism. Computers and Electronics in ...
Its improvements mainly include three aspects. First, the heterogeneous attention mechanism was proposed to enable slot semantic representation to fully ...
Aug 10, 2024 · Intent detection and slot filling are two closely related tasks for building a spoken language understanding (SLU) system. The joint methods for ...
Intention detection and slot filling are two major subtasks in building a spoken language understanding (SLU) system. These two tasks are closely related to ...
Hao, Joint agricultural intent detection and slot filling based on enhanced heterogeneous attention mechanism, Computers and Electronics in Agriculture, № 207, ...
Apr 22, 2024 · Intent detection and slot filling are two crucial tasks for spoken language understanding, and they are closely related.