Learning Object Detection from Captions via Textual Scene Attributes

no code implementations • 30 Sep 2020 • Achiya Jerbi, Roei Herzig, Jonathan Berant, Gal Chechik, Amir Globerson

In this work, we argue that captions contain much richer information about the image, including attributes of objects and their relations.

Image Captioning Object +2

orgFAQ: A New Dataset and Analysis on Organizational FAQs and User Questions

no code implementations • 3 Sep 2020 • Guy Lev, Michal Shmueli-Scheuer, Achiya Jerbi, David Konopnicki

Thus, we release orgFAQ, a new dataset composed of $6988$ user questions and $1579$ corresponding FAQs that were extracted from organizations' FAQ webpages in the Jobs domain.

A Summarization System for Scientific Documents

no code implementations • IJCNLP 2019 • Shai Erera, Michal Shmueli-Scheuer, Guy Feigenblat, Ora Peled Nakash, Odellia Boni, Haggai Roitman, Doron Cohen, Bar Weiner, Yosi Mass, Or Rivlin, Guy Lev, Achiya Jerbi, Jonathan Herzig, Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, David Konopnicki

We present a novel system providing summaries for Computer Science publications.

TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks

1 code implementation • ACL 2019 • Guy Lev, Michal Shmueli-Scheuer, Jonathan Herzig, Achiya Jerbi, David Konopnicki

We collected 1716 papers and their corresponding videos, and created a dataset of paper summaries.