Learning to sportscast: a test of grounded language acquisition

@inproceedings{Chen2008LearningTS,
  title={Learning to sportscast: a test of grounded language acquisition},
  author={David L. Chen and Raymond J. Mooney},
  booktitle={ICML},
  year={2008}
}
We present a novel commentator system that learns language from sportscasts of simulated soccer games. The system learns to parse and generate commentaries without any engineered knowledge about the English language. Training is done using only ambiguous supervision in the form of textual human commentaries and simulation states of the soccer games. The system simultaneously tries to establish correspondences between the commentaries and the simulation states as well as build a translation… CONTINUE READING
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