A developer is building a system to identify duplicate questions on a Q&A website. The system needs to take two questions as input and output a single similarity score ranging from 0.0 (completely different) to 1.0 (identical). The developer plans to use a pre-trained transformer-based model. Which modification to the model's final output layer is the most suitable for this regression task?
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Ch.2 Generative Models - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Application in Bloom's Taxonomy
Cognitive Psychology
Psychology
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Model Adaptation for Similarity Scoring
A developer is building a system to identify duplicate questions on a Q&A website. The system needs to take two questions as input and output a single similarity score ranging from 0.0 (completely different) to 1.0 (identical). The developer plans to use a pre-trained transformer-based model. Which modification to the model's final output layer is the most suitable for this regression task?
Designing a Semantic Search Component