Title Generation Conclusions

• Training on a corpus really helps

• But coverage of training to testing better be good

• KNN is preferred since it provides a good readable title

• KNN could be improved with K > 1,

  • but then we need to combine title fragments

• Title word learning can also be improved

  • but we need robust word serialization with a language model

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