Phrase Detectives: Utilizing Collective Intelligence for Internet-Scale Language Resource Creation (Extended Abstract)

Poesio, Massimo; Chamberlain, Jon; Kruschwitz, Udo; Robaldo, Livio; Ducceschi, Luca

Phrase Detectives: Utilizing Collective Intelligence for Internet-Scale Language Resource Creation (Extended Abstract)

Massimo Poesio, Jon Chamberlain, Udo Kruschwitz, Livio Robaldo, Luca Ducceschi

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Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence. Journal Track. Pages 4202-4205.

Abstract

We are witnessing a paradigm shift in human language technology that may well have an impact on the field comparable to the statistical revolution: acquiring large-scale resources by exploiting collective intelligence. An illustration of this approach is Phrase Detectives, an interactive online game-with-a-purpose for creating anaphorically annotated resources that makes use of a highly distributed population of contributors with different levels of expertise. The paper gives an overview of all aspects of Phrase Detectives, from the design of the game and the methods used, to the results obtained so far. It furthermore summarises the lessons that have been learnt in developing the game to help other researchers assess and implement the approach.

Massimo Poesio, Jon Chamberlain, Udo Kruschwitz, Livio Robaldo, and Luca Ducceschi. 2015. Phrase Detectives: Utilizing Collective Intelligence for Internet-Scale Language Resource Creation (Extended Abstract). In Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI-15. IJCAI, 4202–4205. https://ijcai.org/proceedings/2015/596

@inproceedings{ijcai2015p596,
  title     = {Phrase Detectives: Utilizing Collective Intelligence for Internet-Scale Language Resource Creation (Extended Abstract)},
  author    = {Poesio, Massimo and Chamberlain, Jon and Kruschwitz, Udo and Robaldo, Livio and Ducceschi, Luca},
  booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
               Artificial Intelligence, {IJCAI-15}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {Qiang Yang and Michael Wooldridge},
  pages     = {4202--4205},
  year      = {2015},
  month     = {7},
  note      = {Journal Track},
  url       = {https://ijcai.org/proceedings/2015/596},
}

TY  - CPAPER
TI  - Phrase Detectives: Utilizing Collective Intelligence for Internet-Scale Language Resource Creation (Extended Abstract)
AU  - Poesio, Massimo
AU  - Chamberlain, Jon
AU  - Kruschwitz, Udo
AU  - Robaldo, Livio
AU  - Ducceschi, Luca
T2  - Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI-15
PB  - International Joint Conferences on Artificial Intelligence
PY  - 2015
SP  - 4202
EP  - 4205
UR  - https://ijcai.org/proceedings/2015/596
ER  -