Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game

@inproceedings{Zhang2018InteractiveLA,
  title={Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game},
  author={H. Zhang and Haonan Yu and W. Xu},
  booktitle={ACL},
  year={2018}
}
  • H. Zhang, Haonan Yu, W. Xu
  • Published in ACL 2018
  • Computer Science
  • Building intelligent agents that can communicate with and learn from humans in natural language is of great value. Supervised language learning is limited by the ability of capturing mainly the statistics of training data, and is hardly adaptive to new scenarios or flexible for acquiring new knowledge without inefficient retraining or catastrophic forgetting. We highlight the perspective that conversational interaction serves as a natural interface both for language learning and for novel… CONTINUE READING

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