Generating Oracle for Learning Coupled Policies Using Imitation Learning

Input:

• Synchronized alignment in the format of src-trg. You can use FastAlign for this.
• The source file, 1 sentence per line.
• The target file, 1 sentence per line.

Output:

• Oracle file of Read and Write action, 1 oracle per line.

Options:

• Can be used to generate wait-k oracle actions. For this specify --mode wait --wait_num 3 for wait-3 for example.
• Can be used to artificially add delay to the oracle actions. For this use --add_delay 2 to always wait 2 before start writing.
• Can be used to add eos actions as final action. Specify --add_eos to do so.