EntiTables: Smart Assistance for Entity-Focused Tables - SIGIR'17
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
Data
Population
README.md
requirements.txt

README.md

sigir2017-table

This repository provides reources developed within the following paper:

S. Zhang and K. Balog. EntiTables: Smart Assistance for Entity-Focused Tables. - SIGIR'17

This study is an effort aimed at reproducing the result presented in the Smart table paper.

This repository is structured as follows:

  • Data: This folder has the table id files, and will be updated late on!
  • Population: All the core evaluation of population tasks are provided here.
  • Output: The output files can only be requested by email now.

Data

The data we used are public data sets:

Population

[NOTE] We are using elastic 2 ( > 2.3), elasticsearch 5 will encounter some minor problems with elastic.py wrapper. To score the column labels, we need to build a table index with multiple fields using elasticsearch. An exmaple indexer is provided for indexing. Index your table corpus data following this example and start your population:)

Citation

@inproceedings{Zhang:2017:ESA,
 author = {Zhang, Shuo and Balog, Krisztian},
 title = {EntiTables: Smart Assistance for Entity-Focused Tables},
 booktitle = {Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval},
 series = {SIGIR '17},
 year = {2017},
 isbn = {978-1-4503-5022-8},
 location = {Shinjuku, Tokyo, Japan},
 pages = {255--264},
 numpages = {10},
 url = {http://doi.acm.org/10.1145/3077136.3080796},
 doi = {10.1145/3077136.3080796},
 acmid = {3080796},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {intelligent table assistance, semantic search, table completion},
}

Contact

If you have any question, please contact Shuo Zhang at shuo.zhang@uis.no or Krisztian Balog at krisztian.balog@uis.no