Semantic Parsing for Conversational Question Answering over Knowledge Graphs

This repository contains data and code for our semantic parsing dataset SPICE. Please contact Laura Perez-Beltrachini ([email protected]) or Parag Jain ([email protected]) if you have any questions.

SPICE Dataset

The dataset is available for download from here.

The scripts for the different annotations (e.g., NER/NEL) on the dataset can be found here.

Sparql Server for SPICE Knowledge Graph

Instructions on how to set up the SPICE knowledge graph can be found here.

Baselines

BertSP

You will find code and instructions related to our BertSP baseline here.

LasagneSP

You will find code and instructions related to our LasagneSP baseline here.

Evaluation

For instructions on the evaluation scripts see here.