Reactive content selection in the generation of real-time soccer commentary
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
RoboCup 2001: Robot Soccer World Cup V
And the Fans Are Going Wild! SIG plus MIKE
RoboCup 2000: Robot Soccer World Cup IV
Minds and Machines
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We examine the benefits of using multiple agents to produce explanations. In particular, we identify the ability to construct prior plans as a key issue constraining the effectiveness of a single-agent approach. We describe an implemented system that uses multiple agents to tackle a problem for which prior planning is particularly impractical: real-time soccer commentary. Our commentary system demonstrates a number of the advantages of decomposing an explanation task among several agents. Most notably, it shows how individual agents can benefit from following different discourse strategies. Further, it illustrates that discourse issues such as controlling interruption, abbreviation, and maintaining consistency can also be decomposed: rather than considering them at the single level of one linear explanation they can also be tackled separately within each individual agent. We evaluate our system's output, and show that it closely compares to the speaking patterns of a human commentary team.