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Question Vs Statement Classifier
This model is designed to distinguish between question queries and statement queries, specifically trained for neural search query classification via Haystack's classification functionality.
Downloads 71.37k
Release Time : 3/2/2022
Model Overview
This model is a sequence classification model used to classify input text as either a question or a statement. It is primarily applied in neural search systems to help better understand user query intent.
Model Features
Query Intent Recognition
Accurately distinguishes whether user input is a question or a statement, helping systems understand query intent.
Neural Search Optimization
Specially designed for neural search systems, optimizing query classification performance.
Easy to Use
Can be easily integrated into existing systems via the Hugging Face Transformers library.
Model Capabilities
Text Classification
Query Intent Recognition
Question vs Statement Differentiation
Use Cases
Search Systems
Neural Search Query Classification
Automatically classifies user queries as questions or statements in neural search systems.
Improves the search system's ability to understand user intent.
Dialogue Systems
Dialogue Intent Recognition
Identifies whether user input is a question or a statement to enable appropriate system responses.
Enhances the interactive experience of dialogue systems.
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