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hi iamp;#39;m lexi and today i want to present you text caps a new task and a new data set for image captioning with reading comprehension i work on this project as part of my residency at fair together with ronghan marcus and aman preet you may wonder what is common between all these images well the answer is pretty simple they all contain text text is actually quite common in our environment and it makes a docHub part of the visual information we receive as you may expect it makes reading very important to visually impaired people when it comes to describing the image 21 percent of questions visually impaired people ask are about the text in it so cainamp;#39;s state-of-the-art caption models handles this task taking for example such an image the person who would need to describe it would definitely use text in the description such as an advertisement shows the lg optimus l9 phone however existing state-of-the-art algorithms are not able to do it so you want to address this is