Papers

Learn more about AI2's Lasting Impact Award
Viewing 151-155 of 155 papers
  • The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction

    Waleed Ammar, Matthew E. Peters, Chandra Bhagavatula, and Russell PowerSemEval2017 This paper describes our submission for the ScienceIE shared task (SemEval-2017 Task 10) on entity and relation extraction from scientific papers. Our model is based on the end-to-end relation extraction model of Miwa and Bansal (2016) with several…
  • PDFFigures 2.0: Mining Figures from Research Papers

    Christopher Clark and Santosh DivvalaJCDL2016 Figures and tables are key sources of information in many scholarly documents. However, current academic search engines do not make use of figures and tables when semantically parsing documents or presenting document summaries to users. To facilitate these…
  • Toward Automatic Bootstrapping of Online Communities Using Decision-theoretic Optimization

    Shih-Wen Huang, Jonathan Bragg, Isaac Cowhey, Oren Etzioni, and Daniel S. WeldCSCW2016 Successful online communities (e.g., Wikipedia, Yelp, and StackOverflow) can produce valuable content. However, many communities fail in their initial stages. Starting an online community is challenging because there is not enough content to attract a…
  • Identifying Meaningful Citations

    Marco Valenzuela, Vu Ha, and Oren EtzioniAAAI • Workshop on Scholarly Big Data2015 We introduce the novel task of identifying important citations in scholarly literature, i.e., citations that indicate that the cited work is used or extended in the new effort. We believe this task is a crucial component in algorithms that detect and follow…
  • Looking Beyond Text: Extracting Figures, Tables and Captions from Computer Science Papers

    Christopher Clark and Santosh DivvalaAAAI • Workshop on Scholarly Big Data2015 Identifying and extracting figures and tables along with their captions from scholarly articles is important both as a way of providing tools for article summarization, and as part of larger systems that seek to gain deeper, semantic understanding of these…