Teacher Forcing

التوجيه بالمرجع

أسلوب تدريب يُغذّي فيه مفكّ الترميز بالرمز الصحيح (المرجعي) في كل خطوة بدل الرمز الذي ولَّده هو نفسه، مما يسرّع التقارب لكنه يُنشئ فجوة بين بيئتي التدريب والاستدلال.

A training technique where the decoder is fed the correct (ground-truth) token at each step instead of its own generated token, speeding convergence but creating a gap between training and inference conditions.

Also translated asالتدريب بالإجابة المرجعية، الإدخال المرجعي

First appears in this corpus in: Show and Tell: A Neural Image Caption Generator (2015)

Appears in these papers

DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks2020 in the sky ✦
DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks2020 in the sky ✦
Show and Tell: A Neural Image Caption Generator2015 in the sky ✦
Show and Tell: A Neural Image Caption Generator2015 in the sky ✦
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions2018 in the sky ✦
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions2018 in the sky ✦