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ID: smalldataset
Related Papers
An Algorithm Combining Statistics-based and Rules-based for Chunk Identification of Chinese Sentences
. Natural language processing (NLP) is a very hot research domain. One important branch of it is sentence analysis, including Chinese sentence analysis. However, currently, no mature deep analysis theories …...
Training Neural Response Selection for Task-Oriented Dialogue Systems
AbstractDespite their popularity in the chatbot literature, retrieval-based models have had modest impact on task-oriented dialogue systems, with the main obstacle to their application being the low-data regime of most …...
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods
AbstractIt has been a common approach to pre-train a language model on a large corpus and fine-tune it on task-specific data. In practice, we observe that fine-tuning a pre-trained model …...