Compositionality

Exploring Sequence-to-Sequence Models for SPARQL Pattern Composition

Supporting Information

Code

• Instructions for model training are available here: https://github.com/LiberAI/NSpM

• Source code for template generation is available here: https://github.com/LiberAI/NSpM/tree/master/gsoc/anand.

  • For option "a" in table 1, use the instructions provided here: https://github.com/LiberAI/NSpM/tree/master/gsoc/anand/pipeline_1/pipeline_1_composite.
  • For option "d" in table 1, use the instructions provided here: https://github.com/LiberAI/NSpM/tree/master/gsoc/anand/pipeline_3/pipeline_3_with_controlled_test_set.
  • To eliminate templates using the new template ranking mechanism use: https://github.com/LiberAI/NSpM/blob/master/gsoc/anand/pipeline_3/pipeline_3_with_controlled_test_set/eliminator.py
  • For option "b" and "c" in table 1, use the code provided here: https://github.com/LiberAI/NSpM/blob/master/gsoc/anand/pipeline_3/utility/Test_Fixer/test_fixer.py

Data

• Data and checkpoint information for some important cases discussed in table 1 are available at: https://drive.google.com/drive/folders/15ongvQfROsrvLbNGJdzIHzk1WIatnNmR?usp=sharing