DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation
Zhang et al.: https://arxiv.org/abs/1911.00536
#ArtificialIntelligence #MachineLearning #Transformer
🔗 DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation
We present a large, tunable neural conversational response generation model, DialoGPT (dialogue generative pre-trained transformer). Trained on 147M conversation-like exchanges extracted from Reddit comment chains over a period spanning from 2005 through 2017, DialoGPT extends the Hugging Face PyTorch transformer to attain a performance close to human both in terms of automatic and human evaluation in single-turn dialogue settings. We show that conversational systems that leverage DialoGPT generate more relevant, contentful and context-consistent responses than strong baseline systems. The pre-trained model and training pipeline are publicly released to facilitate research into neural response generation and the development of more intelligent open-domain dialogue systems.
Zhang et al.: https://arxiv.org/abs/1911.00536
#ArtificialIntelligence #MachineLearning #Transformer
🔗 DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation
We present a large, tunable neural conversational response generation model, DialoGPT (dialogue generative pre-trained transformer). Trained on 147M conversation-like exchanges extracted from Reddit comment chains over a period spanning from 2005 through 2017, DialoGPT extends the Hugging Face PyTorch transformer to attain a performance close to human both in terms of automatic and human evaluation in single-turn dialogue settings. We show that conversational systems that leverage DialoGPT generate more relevant, contentful and context-consistent responses than strong baseline systems. The pre-trained model and training pipeline are publicly released to facilitate research into neural response generation and the development of more intelligent open-domain dialogue systems.
arXiv.org
DialoGPT: Large-Scale Generative Pre-training for Conversational...
We present a large, tunable neural conversational response generation model, DialoGPT (dialogue generative pre-trained transformer). Trained on 147M conversation-like exchanges extracted from...
Text classification with Transformer
Apoorv Nandan, Colab : https://colab.research.google.com/github/keras-team/keras-io/blob/master/examples/nlp/ipynb/text_classification_with_transformer.ipynb
#ArtificialIntelligence #DeepLearning #Transformer
🔗 Google Colaboratory
Apoorv Nandan, Colab : https://colab.research.google.com/github/keras-team/keras-io/blob/master/examples/nlp/ipynb/text_classification_with_transformer.ipynb
#ArtificialIntelligence #DeepLearning #Transformer
🔗 Google Colaboratory
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text_classification_with_transformer
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📃 NAST
NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting
Chen et al.: https://arxiv.org/abs/2102.05624
#SpatialTemporal #Transformer #TimeSeriesForecasting
NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting
Chen et al.: https://arxiv.org/abs/2102.05624
#SpatialTemporal #Transformer #TimeSeriesForecasting
VK
Data Science / Machine Learning / AI / Big Data
NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting Chen et al.: https://arxiv.org/abs/2102.05624 #SpatialTemporal #Transformer #TimeSeriesForecasting
Data Science / Machine Learning / AI / Big Data (VK)
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
Wang et al.: https://arxiv.org/abs/2102.12122v1
#ArtificialIntelligence #DeepLearning #Transformer
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
Wang et al.: https://arxiv.org/abs/2102.12122v1
#ArtificialIntelligence #DeepLearning #Transformer
Data Science / Machine Learning / AI / Big Data (VK)
Transformer is All You Need: Multimodal Multitask Learning with a Unified Transformer
Ronghang Hu, Amanpreet Singh: https://arxiv.org/abs/2102.10772
#ArtificialIntelligence #DeepLearning #Transformer
Transformer is All You Need: Multimodal Multitask Learning with a Unified Transformer
Ronghang Hu, Amanpreet Singh: https://arxiv.org/abs/2102.10772
#ArtificialIntelligence #DeepLearning #Transformer
Data Science / Machine Learning / AI / Big Data (VK)
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures
Sushant Singh, Ausif Mahmood: https://arxiv.org/abs/2104.10640
#NLP #Transformer #DeepLearning
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures
Sushant Singh, Ausif Mahmood: https://arxiv.org/abs/2104.10640
#NLP #Transformer #DeepLearning