Georgios Spithourakis
3 papers in the PaperMetrix corpus
Papers by this author
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Clinical Text Prediction with Numerically Grounded Conditional Language\n Models
2016 · arXiv (Cornell University)
Assisted text input techniques can save time and effort and improve text\nquality. In this paper, we investigate how grounded and conditional extensions\nto standard neural language models can bring improvements in the tasks of word\nprediction and …
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A Persona-Based Neural Conversation Model
2016 · arXiv (Cornell University)
We present persona-based models for handling the issue of speaker consistency in neural response generation. A speaker model encodes personas in distributed embeddings that capture individual characteristics such as background information and speaking style. A …
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Training Neural Response Selection for Task-Oriented Dialogue Systems
2019 · arXiv (Cornell University)
Despite 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 task-oriented dialogue tasks. Inspired by …