Natural Language to Cypher Query Generation

Dataset

• The dataset is automatically generated from WikiSQL
• Data ETL for training/ evaluating model can be found in data_prep.py

Modeling

• A sequence to sequence model is being used to generate Cypher queries from Natural language text and table metadata.
• a.gru_encoder_decoder.py is GRU based encoder-decoder trainer
• b.gru_encoder_decoder_attn.py uses attention on encoder outputs while decoding the Cypher query

Team

Akshay Shinde, Rahul Damineni, Sheekha Jariwala