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</head><body class="body"><span itemscope itemtype="http://schema.org/InformAction"><span style="display:none" itemprop="about" itemscope itemtype="http://schema.org/EmailMessage"><meta itemprop="description" content="Peya Mowar: Hi everyone, This Monday, we have Prof. Elisa Kreiss from UCLA joining us in-person for accessibility lunch. Please find the talk details below: Title: How communicative principles (should) shape AI for non-visual accessibility Abstract: Images have become an omnipresent communicative tool that we use in all aspects of life. However, the undeniable benefits they carry for sighted communicators turns into a serious accessibility challenge for people who are blind or have low vision (BLV). BLV users often have to rely on textual descriptions of those images to equally participate in an ever-increasing image-dominated (online) lifestyle. Despite the extraordinary performance of current large-scale AI models on many image-to-text tasks, these models repeatedly fail to live up to their promised benchmark performance once they’re put into real-world setups. In this talk, I will present my work which shows that incorporating fundamental cognitive and linguistic principles is crucial for making Vision-Language models useful for image accessibility. I argue that the next frontier is moving from what can be truthfully said about an image to the pragmatic problem of what should be said about it given the context and the user’s goals. Based on cognitive experiments with highly sighted and BLV participants, I will present evidence in support of this hypothesis and demonstrate that the communicative goal of the image and text needs to become a fundamental component for datasets and evaluation protocols to build image description systems that can generalize to real-world scenarios. I will conclude by showing that situating current state-of-the-art AI models in communicative contexts improves model alignment with people’s accessibility needs. Taken together, this work provides fundamental insights into how people communicate about the visual world, and shows how we can use those insights to advance AI models for accessibility. Bio: Elisa Kreiss is an Assistant Professor of Communication at UCLA and the lab director of the Coalas (Computation and Language for Society) Lab. Previously, she completed a PhD in Linguistics at Stanford, where she was a member of Stanford’s NLP group and the Stanford Data Science Center for Open and REproducible Science (CORES). More details: https://www.coalas-lab.co We will meet in GHC 6115 for this fascinating talk! Thanks and regards, Peya"/></span><span itemprop="object" itemscope itemtype="http://schema.org/Event"><meta itemprop="eventStatus" content="http://schema.org/EventScheduled"/><span itemprop="publisher" itemscope itemtype="http://schema.org/Organization"><meta itemprop="name" content="Google Calendar"/></span><meta itemprop="eventId/googleCalendar" content="4amlscse5j83mcgbfq6hh59ed9_20250317T160000Z"/><span style="display: none; font-size: 1px; color: #fff; line-height: 1px; height: 0; max-height: 0; width: 0; max-width: 0; opacity: 0; overflow: hidden;" itemprop="name">Accessibility Lunch Seminar</span><span aria-hidden="true"><time itemprop="startDate" datetime="20250317T160000Z"></time><time itemprop="endDate" datetime="20250317T170000Z"></time></span><table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="width:100%;" class="body-container"><tbody><tr><td style="" class="" align="left"><!--[if mso | IE]><table border="0" cellpadding="0" cellspacing="0" role="presentation"><tr><td height="16" style="height:16px;"><![endif]--><div style="height:16px;" aria-hidden="true"> </div><!--[if mso | IE]></td></tr></table><![endif]--><table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="width:100%;" class=""><tbody><tr><td style="" class="" align="left"><span itemscope itemtype="http://schema.org/EmailMessage"><p itemprop="description">Hi everyone,<br>This Monday, we have Prof. Elisa Kreiss from UCLA joining us in-person for accessibility lunch. Please find the talk details below:<p>Title: How communicative principles (should) shape AI for non-visual accessibility<p>Abstract: Images have become an omnipresent communicative tool that we use in all aspects of life. However, the undeniable benefits they carry for sighted communicators turns into a serious accessibility challenge for people who are blind or have low vision (BLV). BLV users often have to rely on textual descriptions of those images to equally participate in an ever-increasing image-dominated (online) lifestyle. Despite the extraordinary performance of current large-scale AI models on many image-to-text tasks, these models repeatedly fail to live up to their promised benchmark performance once they’re put into real-world setups. In this talk, I will present my work which shows that incorporating fundamental cognitive and linguistic principles is crucial for making Vision-Language models useful for image accessibility. I argue that the next frontier is moving from what can be truthfully said about an image to the pragmatic problem of what should be said about it given the context and the user’s goals. Based on cognitive experiments with highly sighted and BLV participants, I will present evidence in support of this hypothesis and demonstrate that the communicative goal of the image and text needs to become a fundamental component for datasets and evaluation protocols to build image description systems that can generalize to real-world scenarios. I will conclude by showing that situating current state-of-the-art AI models in communicative contexts improves model alignment with people’s accessibility needs. Taken together, this work provides fundamental insights into how people communicate about the visual world, and shows how we can use those insights to advance AI models for accessibility.<p>Bio: Elisa Kreiss is an Assistant Professor of Communication at UCLA and the lab director of the Coalas (Computation and Language for Society) Lab. Previously, she completed a PhD in Linguistics at Stanford, where she was a member of Stanford’s NLP group and the Stanford Data Science Center for Open and REproducible Science (CORES). More details: <a href="https://www.coalas-lab.co">https://www.coalas-lab.co</a><p>We will meet in GHC 6115 for this fascinating talk!<br>Thanks and regards,<br>Peya</p></span></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="width:100%;" class=""><tbody><tr><td style="border: solid 1px #dadce0; border-radius: 8px; direction: rtl; font-size: 0; padding: 24px 32px; text-align: left; vertical-align: top;" class="main-container-inner"><!--[if mso | IE]><table border="0" cellpadding="0" cellspacing="0" role="presentation"><tr><![endif]--><!--[if mso | IE]><td class="" style="vertical-align:top;width:37%;" ><![endif]--><div class="column-per-37 outlook-group-fix" style="font-size: 13px; text-align: left; direction: ltr; display: inline-block; vertical-align: top; width: 100%;overflow: hidden; word-wrap: break-word;"><table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%"><tbody><tr><td style="vertical-align:top;padding:0;"><table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%"><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:0px;"><div style="font-family: Roboto, sans-serif;font-size: 14px; line-height: 20px; mso-line-height-rule: exactly; text-align: left;" class="primary-text" role="presentation"><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom: 4px;"><tr><td><h2 class="primary-text" style="font-size: 14px;color: #3c4043; text-decoration: none;font-weight: 700;-webkit-font-smoothing: antialiased;margin: 0; padding: 0;">Attachments</h2></td></tr></table></div></td></tr><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:24px;padding-left: 1px; padding-right: 1px;"><table border="0" cellpadding="0" cellspacing="0" role="presentation" class="attachment-chip" style="border: solid 1px #dadce0; border-radius: 16px; border-collapse: separate; padding: 4px 0 4px 0;"><tr><td style="padding: 3px 10px; height: 14px; width: 14px;"><img src="https://drive-thirdparty.googleusercontent.com/32/type/application/vnd.google-apps.spreadsheet" width="14" height="14" alt="" style="display: inline-block; vertical-align: middle;"></td><td align="left" style="padding: 0; padding-left: 0; padding-right: 10px; max-width: 160px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap;"><div style="overflow: hidden; height: 20px;"><a href="https://drive.google.com/open?id=1k1Pmh9jo-N7S73Fi10y-5tEynvhw3xLbPf-NMAjTSxU" target="_blank" style="font-weight: 400;font-family: 'Google Sans', Roboto, sans-serif;color: #5f6368; font-size: 14px; line-height: 120%; mso-line-height-rule: exactly; margin: 0; text-decoration: none; text-transform: none;;font-family: Roboto, sans-serif;; display: inline-block; height: 20px; max-width: 160px; line-height: 20px; overflow: hidden; text-overflow: ellipsis; vertical-align: middle; white-space: normal;" class="grey-button-text" title="Accessibility Lunch Schedule 2024">Accessibility Lunch Sc...</a></div></td></tr></table></td></tr></table></td></tr></tbody></table></div><!--[if mso | IE]></td><![endif]--><!--[if mso | IE]><td class="" style="vertical-align:top;width:63%;padding-right:32px;" ><![endif]--><div class="column-per-63 outlook-group-fix" style="font-size: 13px; text-align: left; direction: ltr; display: inline-block; vertical-align: top; width: 100%;overflow: hidden; word-wrap: break-word;"><table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" class="main-column-table-ltr" style="padding-right: 32px; padding-left: 0;;table-layout: fixed;"><tbody><tr><td class="main-column-td" style="padding:0; vertical-align:top;"><table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="table-layout: fixed;"><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:2px;"><div style="font-family: 'Google Sans', Roboto, sans-serif;font-weight: 400; font-size: 22px; line-height: 28px;color: #3c4043; text-decoration: none;" class="primary-text" role="presentation"><span itemprop="name">Accessibility Lunch Seminar</span></div></td></tr><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:24px;"><div style="font-family: Roboto, sans-serif;font-style: normal; font-weight: 400; font-size: 14px; line-height: 20px; letter-spacing: 0.2px;color: #3c4043; text-decoration: none;" class="primary-text" role="presentation"><span aria-hidden="true"><time itemprop="startDate" datetime="20250317T160000Z"></time><time itemprop="endDate" datetime="20250317T170000Z"></time></span><span>Monday Mar 17, 2025 ⋅ 12pm – 1pm (Eastern Time - New York)</span></div></td></tr><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:24px;"><div style="font-family: Roboto, sans-serif;font-style: normal; font-weight: 400; font-size: 14px; line-height: 20px; letter-spacing: 0.2px;color: #3c4043; text-decoration: none;" class="primary-text" role="presentation"><span><a href="https://www.google.com/url?q=https%3A%2F%2Fcmubiglab.github.io%2Flunch%2F&sa=D&ust=1742424540000000&usg=AOvVaw2-fev8T4A_wb1szIPpDPcR" target="_blank">CMU Accessibility Lunch Seminar Series</a><br>About: This seminar series explores the evolution and future directions of accessibility research and practice. Each week, we discuss diverse facets of accessible and assistive technologies, featuring speakers from academia, industry, and beyond. The seminar is organised by the <a href="https://www.google.com/url?q=https%3A%2F%2Faccessibility.cs.cmu.edu%2F&sa=D&ust=1742424540000000&usg=AOvVaw2JoNSx4JLk-cUpoCNKWxrc" target="_blank">Accessibility Research Group</a> at Carnegie Mellon University.<br><br>Peya Mowar is inviting you to a scheduled Zoom meeting.<br><br>Join Zoom Meeting<br><a href="https://www.google.com/url?q=https%3A%2F%2Fcmu.zoom.us%2Fj%2F99282851029%3Fpwd%3DCUYhUGEykBYvMAGO2zwKeoig3abPzN.1&sa=D&ust=1742424540000000&usg=AOvVaw26WBOeoIw9CN6hchp0x5X2" target="_blank">https://cmu.zoom.us/j/99282851029?pwd=CUYhUGEykBYvMAGO2zwKeoig3abPzN.1</a><br><br>Meeting ID: 992 8285 1029<br>Passcode: a11y<br><br>---<br><br>One tap mobile<br>+12678310333,,99282851029#,,,,*818322# US (Philadelphia)<br>+14703812552,,99282851029#,,,,*818322# US (Atlanta)<br><br>---<br><br>Dial by your location<br>• +1 267 831 0333 US (Philadelphia)<br>• +1 470 381 2552 US (Atlanta)<br>• +1 646 518 9805 US (New York)<br>• +1 651 372 8299 US (Minnesota)<br>• +1 786 635 1003 US (Miami)<br>• +1 929 205 6099 US (New York)<br>• +1 301 715 8592 US (Washington DC)<br>• +1 312 626 6799 US (Chicago)<br>• +1 470 250 9358 US (Atlanta)<br>• +1 971 247 1195 US (Portland)<br>• +1 206 337 9723 US (Seattle)<br>• +1 213 338 8477 US (Los Angeles)<br>• +1 253 215 8782 US (Tacoma)<br>• +1 346 248 7799 US (Houston)<br>• +1 602 753 0140 US (Phoenix)<br>• +1 669 219 2599 US (San Jose)<br>• +1 669 900 6833 US (San Jose)<br>• +1 720 928 9299 US (Denver)<br><br>Meeting ID: 992 8285 1029<br>Passcode: 818322<br><br>Find your local number: <a href="https://www.google.com/url?q=https%3A%2F%2Fcmu.zoom.us%2Fu%2FacS6qWzHCj&sa=D&ust=1742424540000000&usg=AOvVaw3pTUNcJ-pblr-Pjj1XLhvU" target="_blank">https://cmu.zoom.us/u/acS6qWzHCj</a><br><br>---<br><br>Join by SIP<br>• <a href="mailto:99282851029@zoomcrc.com" target="_blank">99282851029@zoomcrc.com</a><br><br>---<br><br>Join by H.323<br>• 162.255.37.11 (US West)<br>• 162.255.36.11 (US East)<br>• 221.122.88.195 (Mainland China)<br>• 115.114.131.7 (India Mumbai)<br>• 115.114.115.7 (India Hyderabad)<br>• 213.19.144.110 (Amsterdam Netherlands)<br>• 213.244.140.110 (Germany)<br>• 103.122.166.55 (Australia Sydney)<br>• 103.122.167.55 (Australia Melbourne)<br>• 209.9.211.110 (Hong Kong SAR)<br>• 149.137.40.110 (Singapore)<br>• 64.211.144.160 (Brazil)<br>• 159.124.132.243 (Mexico)<br>• 159.124.168.213 (Canada Toronto)<br>• 65.39.152.160 (Canada Vancouver)<br>• 207.226.132.110 (Japan Tokyo)<br>• 149.137.24.110 (Japan Osaka)<br><br>Meeting ID: 992 8285 1029<br>Passcode: 818322</span><meta itemprop="description" content="CMU Accessibility Lunch Seminar SeriesAbout: This seminar series explores the evolution and future directions of accessibility research and practice. Each week, we discuss diverse facets of accessible and assistive technologies, featuring speakers from academia, industry, and beyond. The seminar is organised by the Accessibility Research Group at Carnegie Mellon University.Peya Mowar is inviting you to a scheduled Zoom meeting.Join Zoom Meetinghttps://cmu.zoom.us/j/99282851029?pwd=CUYhUGEykBYvMAGO2zwKeoig3abPzN.1Meeting ID: 992 8285 1029Passcode: a11y---One tap mobile+12678310333,,99282851029#,,,,*818322# US (Philadelphia)+14703812552,,99282851029#,,,,*818322# US (Atlanta)---Dial by your location• +1 267 831 0333 US (Philadelphia)• +1 470 381 2552 US (Atlanta)• +1 646 518 9805 US (New York)• +1 651 372 8299 US (Minnesota)• +1 786 635 1003 US (Miami)• +1 929 205 6099 US (New York)• +1 301 715 8592 US (Washington DC)• +1 312 626 6799 US (Chicago)• +1 470 250 9358 US (Atlanta)• +1 971 247 1195 US (Portland)• +1 206 337 9723 US (Seattle)• +1 213 338 8477 US (Los Angeles)• +1 253 215 8782 US (Tacoma)• +1 346 248 7799 US (Houston)• +1 602 753 0140 US (Phoenix)• +1 669 219 2599 US (San Jose)• +1 669 900 6833 US (San Jose)• +1 720 928 9299 US (Denver)Meeting ID: 992 8285 1029Passcode: 818322Find your local number: https://cmu.zoom.us/u/acS6qWzHCj---Join by SIP• 99282851029@zoomcrc.com---Join by H.323• 162.255.37.11 (US West)• 162.255.36.11 (US East)• 221.122.88.195 (Mainland China)• 115.114.131.7 (India Mumbai)• 115.114.115.7 (India Hyderabad)• 213.19.144.110 (Amsterdam Netherlands)• 213.244.140.110 (Germany)• 103.122.166.55 (Australia Sydney)• 103.122.167.55 (Australia Melbourne)• 209.9.211.110 (Hong Kong SAR)• 149.137.40.110 (Singapore)• 64.211.144.160 (Brazil)• 159.124.132.243 (Mexico)• 159.124.168.213 (Canada Toronto)• 65.39.152.160 (Canada Vancouver)• 207.226.132.110 (Japan Tokyo)• 149.137.24.110 (Japan Osaka)Meeting ID: 992 8285 1029Passcode: 818322"/></div></td></tr><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:24px;"><div style="font-family: Roboto, sans-serif;font-style: normal; font-weight: 400; font-size: 14px; line-height: 20px; letter-spacing: 0.2px;color: #3c4043; text-decoration: none;" class="primary-text" role="presentation"><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom: 4px;"><tr><td><h2 class="primary-text" style="font-size: 14px;color: #3c4043; text-decoration: none;font-weight: 700;-webkit-font-smoothing: antialiased;margin: 0; padding: 0;">Location</h2></td></tr></table><span itemprop="location" itemscope itemtype="http://schema.org/Place"><span itemprop="name" class="primary-text notranslate" style="font-family: Roboto, sans-serif;font-style: normal; font-weight: 400; font-size: 14px; line-height: 20px; letter-spacing: 0.2px;color: #3c4043; text-decoration: none;">GHC 6115, Gates and Hillman Centers, 3, Gates Hillman Complex, 4902 Forbes Ave, Pittsburgh, PA 15213, USA</span><br/><a href="https://www.google.com/maps/search/GHC+6115,+Gates+and+Hillman+Centers,+3,+Gates+Hillman+Complex,+4902+Forbes+Ave,+Pittsburgh,+PA+15213,+USA?hl=en" class="accent-text underline-on-hover" style="display: inline-block;;color: #1a73e8; text-decoration: none;font-weight: 700;" target="_blank" itemprop="map">View map</a></span></div></td></tr><tr><td style="font-size: 0; padding: 0; text-align: left; word-break: break-word;;padding-bottom:24px;"><div style="font-family: Roboto, sans-serif;font-style: normal; font-weight: 400; font-size: 14px; line-height: 20px; letter-spacing: 0.2px;color: #3c4043; text-decoration: none;" class="primary-text" role="presentation"><table border="0" cellpadding="0" cellspacing="0" role="presentation" style="padding-bottom: 4px;"><tr><td><h2 class="primary-text" style="font-size: 14px;color: #3c4043; text-decoration: none;font-weight: 700;-webkit-font-smoothing: antialiased;margin: 0; padding: 0;">Guests</h2></td></tr></table><div style="padding-bottom: 4px; text-align: left;;color: #3c4042;"><div><span itemprop="attendee" itemscope itemtype="http://schema.org/Person"><span itemprop="name" class="notranslate"><a class="primary-text underline-on-hover" style="display: inline-block;;color: #3c4043; text-decoration: none;" href="mailto:pmowar@andrew.cmu.edu">Peya Mowar</a></span><meta itemprop="email" content="pmowar@andrew.cmu.edu"/></span><span class="secondary-text" style="color: #70757a; text-decoration: none;"> - creator</span></div><div><span itemprop="attendee" itemscope itemtype="http://schema.org/Person"><span itemprop="name" class="notranslate"><a class="primary-text underline-on-hover" style="display: inline-block;;color: #3c4043; text-decoration: none;" href="mailto:accessibility-lunch@lists.andrew.cmu.edu">accessibility-lunch@lists.andrew.cmu.edu</a></span><meta itemprop="email" content="accessibility-lunch@lists.andrew.cmu.edu"/></span><span class="secondary-text" style="color: #70757a; text-decoration: none;"></span></div></div></div></td></tr></table></td></tr></tbody></table></div><!--[if mso | IE]></td><![endif]--><!--[if mso | IE]></tr></table><![endif]--></td></tr></tbody></table></td></tr></tbody></table></span></span></body></html>