convlab2.nlg package

Subpackages

• convlab2.nlg.sclstm package
  • Subpackages
    • convlab2.nlg.sclstm.camrest package
      • Submodules
      • convlab2.nlg.sclstm.camrest.evaluate module
      • convlab2.nlg.sclstm.camrest.sc_lstm module
      • convlab2.nlg.sclstm.camrest.train module
      • Module contents
    • convlab2.nlg.sclstm.crosswoz package
      • Submodules
      • convlab2.nlg.sclstm.crosswoz.evaluate module
      • convlab2.nlg.sclstm.crosswoz.generate_resources module
      • convlab2.nlg.sclstm.crosswoz.sc_lstm module
      • convlab2.nlg.sclstm.crosswoz.train module
      • Module contents
    • convlab2.nlg.sclstm.multiwoz package
      • Submodules
      • convlab2.nlg.sclstm.multiwoz.evaluate module
      • convlab2.nlg.sclstm.multiwoz.sc_lstm module
      • convlab2.nlg.sclstm.multiwoz.train module
      • Module contents
  • Submodules
  • convlab2.nlg.sclstm.bleu module
  • Module contents
• convlab2.nlg.template package
  • Subpackages
    • convlab2.nlg.template.camrest package
      • Submodules
      • convlab2.nlg.template.camrest.evaluate module
      • convlab2.nlg.template.camrest.nlg module
      • Module contents
    • convlab2.nlg.template.crosswoz package
      • Submodules
      • convlab2.nlg.template.crosswoz.evaluate module
      • convlab2.nlg.template.crosswoz.generate_auto_template module
      • convlab2.nlg.template.crosswoz.nlg module
      • Module contents
    • convlab2.nlg.template.multiwoz package
      • Submodules
      • convlab2.nlg.template.multiwoz.nlg module
      • Module contents
  • Module contents

Submodules

convlab2.nlg.evaluate module

Evaluate NLU models on specified dataset Metric: dataset level Precision/Recall/F1 Usage: python evaluate.py [MultiWOZ] [SCLSTM|TemplateNLG] [usr|sys]

convlab2.nlg.evaluate.get_bleu4(dialog_acts, golden_utts, gen_utts)

convlab2.nlg.nlg module

Natural Language Generation Interface

class convlab2.nlg.nlg.NLG

Bases: convlab2.util.module.Module

NLG module interface.

generate(action)

Generate a natural language utterance conditioned on the dialog act.

Args:

action (list of list):

The dialog action produced by dialog policy module, which is in dialog act format.

Returns:

utterance (str):

A natural langauge utterance.

Module contents