spice's Introduction

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.

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spice's Issues

Elasticsearch error in allenNLP-NER

Hi.

When I try to run below code in allenNLP-NER after run elastic_search server in localhost:9200

python nel.py  \
   -data_path "data_path/" \
  -save_path "tag_data_ner" \
  -file_path "trainlist.txt" \
  -dataset 'train' \
  -start 0  \
  -end -1

I found the error below for every file in trainlist.txt

Failed  KGQA/SPICE/SPICE_release/train/QA_1023/QA_0.json
File KGQA/SPICE/SPICE_release/train/QA_1023/QA_42.json.tagged will be processed ... 
Traceback (most recent call last):
  File "KGQA/SPICE/dataset/ner/allennlp_ner/nel.py", line 69, in add_nel_file
    return _add_nel_file(data_file,outfile, predictor_elmo)
  File "KGQA/SPICE/dataset/ner/allennlp_ner/nel.py", line 108, in _add_nel_file
    r=elasticsearch_query(query=w, res_size=5)
  File "KGQA/SPICE/dataset/ner/allennlp_ner/nel.py", line 56, in elasticsearch_query
    res = elastic_search.search(index='csqa_wikidata', doc_type='entities',
  File "/home/anaconda3/envs/SPICE/lib/python3.9/site-packages/elasticsearch/client/utils.py", line 139, in _wrapped
    return func(*args, params=params, headers=headers, **kwargs)
  File "/home/anaconda3/envs/SPICE/lib/python3.9/site-packages/elasticsearch/client/__init__.py", line 1479, in search
    return self.transport.perform_request(
  File "/home/anaconda3/envs/SPICE/lib/python3.9/site-packages/elasticsearch/transport.py", line 345, in perform_request
    status, headers_response, data = connection.perform_request(
  File "/home/anaconda3/envs/SPICE/lib/python3.9/site-packages/elasticsearch/connection/http_urllib3.py", line 256, in perform_request
    self._raise_error(response.status, raw_data)
  File "/home/anaconda3/envs/SPICE/lib/python3.9/site-packages/elasticsearch/connection/base.py", line 287, in _raise_error
    raise HTTP_EXCEPTIONS.get(status_code, TransportError)(
elasticsearch.exceptions.RequestError: RequestError(400, 'no handler found for uri [/csqa_wikidata/entities/_search] and method [POST]', 'no handler found for uri [/csqa_wikidata/entities/_search] and method [POST]')

Is there any additional setting I missed?

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