<div dir="ltr"><div dir="ltr"><div class="gmail_default" style="font-size:small"><div class="gmail_default"><div><p dir="ltr" style="color:rgb(0,0,0);font-family:-webkit-standard;line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-family:Arial;color:rgb(47,47,47);background-color:transparent;font-weight:700;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><span style="color:rgb(0,0,0);font-family:arial,helvetica,sans-serif">When: </span><span style="color:rgb(0,0,0);font-family:arial,helvetica,sans-serif;font-weight:400"> Monday, March 18th </span><span class="gmail-m_2717731346000286266gmail-m_-3623658629141391452gmail-m_9092035972284487620gmail-m_3787129533418353062m_8623545428725725323gmail-m_2873882304663502708gmail-m_-3789046984517165451gmail-m_6280573200025755333gmail-m_5159318120685850543gmail-m_1790959466673216095gmail-m_-5333227643664982572m_2625127627517695854m_2683896348608817813gmail-m_7672563966056633266gmail-m_-6461243813863673855gmail-m_-742000311328020925gmail-m_7559459027998801583gmail-m_4801029585485711767gmail-m_8517121454174849988gmail-m_-6691959996525573090gmail-m_1517372298344856049gmail-m_491069367152086750gmail-m_-8327640324523575189gmail-m_2420618808463760418gmail-m_7960197898027616883gmail-m_8692226636264124041gmail-m_2794822896869921223gmail-m_7508998950622620526gmail-m_-7153355664495542534gmail-il" style="color:rgb(0,0,0);font-family:arial,helvetica,sans-serif;font-weight:400">at</span><span style="color:rgb(0,0,0);font-family:arial,helvetica,sans-serif;font-weight:400"> </span><b style="color:rgb(0,0,0);font-family:arial,helvetica,sans-serif">11:00 am</b>
</span></p><div class="gmail_default"><font color="#000000" face="arial, helvetica, sans-serif"><br></font></div><div class="gmail_default" style="font-weight:bold"><font color="#000000" face="arial, helvetica, sans-serif">Where:<span style="font-weight:400"> </span><span class="gmail-m_2717731346000286266gmail-m_-3623658629141391452gmail-m_9092035972284487620gmail-m_3787129533418353062m_8623545428725725323gmail-m_2873882304663502708gmail-m_-3789046984517165451gmail-m_6280573200025755333gmail-m_5159318120685850543gmail-m_1790959466673216095gmail-m_-5333227643664982572m_2625127627517695854m_2683896348608817813gmail-m_7672563966056633266gmail-m_-6461243813863673855gmail-m_-742000311328020925gmail-m_7559459027998801583gmail-m_4801029585485711767gmail-m_8517121454174849988gmail-m_-6691959996525573090gmail-m_1517372298344856049gmail-m_491069367152086750gmail-m_-8327640324523575189gmail-m_2420618808463760418gmail-m_7960197898027616883gmail-m_8692226636264124041gmail-m_2794822896869921223gmail-m_7508998950622620526gmail-m_-7153355664495542534gmail-m_8421504075585210435gmail-m_3262824545120381495gmail-m_-1141671822915777344gmail-m_-7219251726624328345gmail-m_-8588148075564318222gmail-m_-8767966813928691312gmail-m_-1542318334608687154gmail-m_5717104778280916634gmail-m_4845490158781220632gmail-m_5124567205141626540gmail-m_3209361100497750746gmail-m_2953668934074478317gmail-m_-3155518689668024534m_9067904842688472155gmail-m_3071693547520408192gmail-il" style="font-weight:400"><span class="gmail-m_2717731346000286266gmail-m_-3623658629141391452gmail-m_9092035972284487620gmail-m_3787129533418353062m_8623545428725725323gmail-m_2873882304663502708gmail-m_-3789046984517165451gmail-m_6280573200025755333gmail-m_5159318120685850543gmail-m_1790959466673216095gmail-m_-5333227643664982572m_2625127627517695854m_2683896348608817813gmail-m_7672563966056633266gmail-m_-6461243813863673855gmail-m_-742000311328020925gmail-m_7559459027998801583gmail-m_4801029585485711767gmail-m_8517121454174849988gmail-m_-6691959996525573090gmail-m_1517372298344856049gmail-m_491069367152086750gmail-m_-8327640324523575189gmail-m_2420618808463760418gmail-m_7960197898027616883gmail-m_8692226636264124041gmail-m_2794822896869921223gmail-m_7508998950622620526gmail-m_-7153355664495542534gmail-il"><span class="gmail-m_2717731346000286266gmail-m_-3623658629141391452gmail-m_9092035972284487620gmail-m_3787129533418353062m_8623545428725725323gmail-m_2873882304663502708gmail-m_-3789046984517165451gmail-m_6280573200025755333gmail-m_5159318120685850543gmail-m_1790959466673216095gmail-m_-5333227643664982572m_2625127627517695854m_2683896348608817813gmail-m_7672563966056633266gmail-m_-6461243813863673855gmail-m_-742000311328020925gmail-m_7559459027998801583gmail-m_4801029585485711767gmail-il">TTIC</span></span></span><span style="font-weight:400">, 6045 S Kenwood Avenue, 5th Floor, Room 526</span></font></div><div class="gmail_default"><font face="arial, helvetica, sans-serif"><br></font></div><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(47,47,47);background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font style="color:rgb(34,34,34);white-space:normal"><span style="color:rgb(0,0,0)"><b>Who:</b></span><span style="color:rgb(0,0,0)"><b> </b> </span></font><span style="color:rgb(60,64,67);letter-spacing:0.2px;white-space:normal"><font face="arial, helvetica, sans-serif">Wenpeng Yin, </font></span><font face="arial, helvetica, sans-serif">University of Pennsylvania</font> </span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(47,47,47);background-color:transparent;font-weight:700;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">
</span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(47,47,47);background-color:transparent;font-weight:700;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><br></span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(47,47,47);background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="arial, helvetica, sans-serif"><b>Title: </b>Representation Learning in Textual Entailment</font></span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(34,34,34);background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="arial, helvetica, sans-serif"> </font></span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(34,34,34);background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="arial, helvetica, sans-serif"><b>Abstract: </b>Reasoning is a core approach for humans to gain knowledge. Then what knowledge can we obtain from reasoning over a textual description? On the one hand, by a textual description such as “Russia is the largest country in the world, followed by Canada”, we can infer some “new” knowledge such as “Canada is the second largest country in the world”, “Russia is larger than Canada” and “Canada is in top two by size of territorial area” etc. Here, we approach a “new” knowledge world from the textual description. On the other hand, we may infer the truth value of a textual description such as “Zurich is the capital of Switzerland” based on our existing knowledge world. For example, we may doubt and refute that textual description by knowledge “Bern is the de facto capital of Switzerland, referred to by the Swiss as their (e.g. in German) Bundesstadt, or "federal city"” (Wikipedia). Both scenarios are essentially a textual entailment problem.</font></span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(34,34,34);background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="arial, helvetica, sans-serif"><br></font></span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(47,47,47);background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="arial, helvetica, sans-serif">In this talk, I will introduce textual entailment problems and solutions in different aspects, focusing on the core challenge -- representation learning. Particularly, how to learn a dynamic representation for the textual description corresponding to specific tasks and contexts? At last, I will discuss some future (ongoing) work for textual entailment, such as the commonsense entailment, multimodal entailment etc.</font></span></p><font face="arial, helvetica, sans-serif"><br style="color:rgb(0,0,0)"><span style="background-color:transparent;font-weight:700;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><span class="gmail-m_2717731346000286266gmail-m_-3324735099759986977gmail-m_-3361463689362325375gmail-m_-2682109791041277205gmail-m_-7287580682817906358gmail-il"><span class="gmail-m_2717731346000286266gmail-m_-3324735099759986977gmail-m_-3361463689362325375gmail-m_-2682109791041277205gmail-il"><span class="gmail-m_2717731346000286266gmail-m_-3324735099759986977gmail-m_-3361463689362325375gmail-il">Bio</span></span></span>: </span><span style="background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Wenpeng Yin is a postdoctoral researcher in University of Pennsylvania, working with Prof. Dan Roth in textual entailment and information extraction. Wenpeng received a Ph.D. degree in 2017 from University of Munich, Germany. He had an internship in IBM Watson Research Center in early 2016, and got multiple competitive awards in the past, including WISE2013 “Best Paper”, "Baidu Ph.D. Fellowship" in 2014, "Chinese Government Award for Outstanding Self-financed Ph.D. Students Abroad" in 2016 and “Area Chair Favorites” paper award in COLING2018. He serves as the Area Chair for NAACL'2019 and ACL'2019. </span><br></font></div><br class="gmail-m_2717731346000286266gmail-Apple-interchange-newline"></div><div class="gmail_default"><br></div><div class="gmail_default">Host: <a href="mailto:kgimpel@ttic.edu" target="_blank">Kevin Gimpel</a></div><br class="gmail-Apple-interchange-newline"></div><div class="gmail_default" style="font-size:small"><br></div><div class="gmail_default" style="font-size:small"><br></div><div class="gmail_default" style="font-size:small"><br></div><div><div dir="ltr" class="gmail_signature" data-smartmail="gmail_signature"><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><font face="arial, helvetica, sans-serif">Mary C. Marre</font><div><font face="arial, helvetica, sans-serif">Administrative Assistant</font></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6"><b>Toyota Technological Institute</b></font></i></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6">6045 S. Kenwood Avenue</font></i></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6">Room 517</font></i></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6">Chicago, IL 60637</font></i></div><div><i><font face="arial, helvetica, sans-serif">p:(773) 834-1757</font></i></div><div><i><font face="arial, helvetica, sans-serif">f: (773) 357-6970</font></i></div><div><b><i><a href="mailto:mmarre@ttic.edu" target="_blank"><font face="arial, helvetica, sans-serif">mmarre@ttic.edu</font></a></i></b></div></div></div></div></div></div></div></div></div></div></div></div></div></div><br></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Mon, Mar 11, 2019 at 6:13 PM Mary Marre <<a href="mailto:mmarre@ttic.edu">mmarre@ttic.edu</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><div><div><p dir="ltr" style="color:rgb(0,0,0);font-family:-webkit-standard;line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-family:Arial;color:rgb(47,47,47);background-color:transparent;font-weight:700;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><span style="color:rgb(0,0,0);font-family:arial,helvetica,sans-serif">When: </span><span style="color:rgb(0,0,0);font-family:arial,helvetica,sans-serif;font-weight:400"> Monday, March 18th </span><span class="gmail-m_2717731346000286266gmail-m_-3623658629141391452gmail-m_9092035972284487620gmail-m_3787129533418353062m_8623545428725725323gmail-m_2873882304663502708gmail-m_-3789046984517165451gmail-m_6280573200025755333gmail-m_5159318120685850543gmail-m_1790959466673216095gmail-m_-5333227643664982572m_2625127627517695854m_2683896348608817813gmail-m_7672563966056633266gmail-m_-6461243813863673855gmail-m_-742000311328020925gmail-m_7559459027998801583gmail-m_4801029585485711767gmail-m_8517121454174849988gmail-m_-6691959996525573090gmail-m_1517372298344856049gmail-m_491069367152086750gmail-m_-8327640324523575189gmail-m_2420618808463760418gmail-m_7960197898027616883gmail-m_8692226636264124041gmail-m_2794822896869921223gmail-m_7508998950622620526gmail-m_-7153355664495542534gmail-il" style="color:rgb(0,0,0);font-family:arial,helvetica,sans-serif;font-weight:400">at</span><span style="color:rgb(0,0,0);font-family:arial,helvetica,sans-serif;font-weight:400"> </span><b style="color:rgb(0,0,0);font-family:arial,helvetica,sans-serif">11:00 am</b>
</span></p><div><font color="#000000" face="arial, helvetica, sans-serif"><br></font></div><div style="font-weight:bold"><font color="#000000" face="arial, helvetica, sans-serif">Where:<span style="font-weight:400"> </span><span class="gmail-m_2717731346000286266gmail-m_-3623658629141391452gmail-m_9092035972284487620gmail-m_3787129533418353062m_8623545428725725323gmail-m_2873882304663502708gmail-m_-3789046984517165451gmail-m_6280573200025755333gmail-m_5159318120685850543gmail-m_1790959466673216095gmail-m_-5333227643664982572m_2625127627517695854m_2683896348608817813gmail-m_7672563966056633266gmail-m_-6461243813863673855gmail-m_-742000311328020925gmail-m_7559459027998801583gmail-m_4801029585485711767gmail-m_8517121454174849988gmail-m_-6691959996525573090gmail-m_1517372298344856049gmail-m_491069367152086750gmail-m_-8327640324523575189gmail-m_2420618808463760418gmail-m_7960197898027616883gmail-m_8692226636264124041gmail-m_2794822896869921223gmail-m_7508998950622620526gmail-m_-7153355664495542534gmail-m_8421504075585210435gmail-m_3262824545120381495gmail-m_-1141671822915777344gmail-m_-7219251726624328345gmail-m_-8588148075564318222gmail-m_-8767966813928691312gmail-m_-1542318334608687154gmail-m_5717104778280916634gmail-m_4845490158781220632gmail-m_5124567205141626540gmail-m_3209361100497750746gmail-m_2953668934074478317gmail-m_-3155518689668024534m_9067904842688472155gmail-m_3071693547520408192gmail-il" style="font-weight:400"><span class="gmail-m_2717731346000286266gmail-m_-3623658629141391452gmail-m_9092035972284487620gmail-m_3787129533418353062m_8623545428725725323gmail-m_2873882304663502708gmail-m_-3789046984517165451gmail-m_6280573200025755333gmail-m_5159318120685850543gmail-m_1790959466673216095gmail-m_-5333227643664982572m_2625127627517695854m_2683896348608817813gmail-m_7672563966056633266gmail-m_-6461243813863673855gmail-m_-742000311328020925gmail-m_7559459027998801583gmail-m_4801029585485711767gmail-m_8517121454174849988gmail-m_-6691959996525573090gmail-m_1517372298344856049gmail-m_491069367152086750gmail-m_-8327640324523575189gmail-m_2420618808463760418gmail-m_7960197898027616883gmail-m_8692226636264124041gmail-m_2794822896869921223gmail-m_7508998950622620526gmail-m_-7153355664495542534gmail-il"><span class="gmail-m_2717731346000286266gmail-m_-3623658629141391452gmail-m_9092035972284487620gmail-m_3787129533418353062m_8623545428725725323gmail-m_2873882304663502708gmail-m_-3789046984517165451gmail-m_6280573200025755333gmail-m_5159318120685850543gmail-m_1790959466673216095gmail-m_-5333227643664982572m_2625127627517695854m_2683896348608817813gmail-m_7672563966056633266gmail-m_-6461243813863673855gmail-m_-742000311328020925gmail-m_7559459027998801583gmail-m_4801029585485711767gmail-il">TTIC</span></span></span><span style="font-weight:400">, 6045 S Kenwood Avenue, 5th Floor, Room 526</span></font></div><div><font face="arial, helvetica, sans-serif"><br></font></div><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(47,47,47);background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font style="font-family:Arial,Helvetica,sans-serif;color:rgb(34,34,34);white-space:normal"><span style="color:rgb(0,0,0)"><b>Who:</b></span><span style="color:rgb(0,0,0)"><b> </b> </span></font><span style="color:rgb(60,64,67);letter-spacing:0.2px;white-space:normal"><font face="arial, helvetica, sans-serif">Wenpeng Yin, </font></span><font face="arial, helvetica, sans-serif">University of Pennsylvania</font> </span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(47,47,47);background-color:transparent;font-weight:700;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">
</span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(47,47,47);background-color:transparent;font-weight:700;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><br></span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(47,47,47);background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="arial, helvetica, sans-serif"><b>Title: </b>Representation Learning in Textual Entailment</font></span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(34,34,34);background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="arial, helvetica, sans-serif"> </font></span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(34,34,34);background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="arial, helvetica, sans-serif"><b>Abstract: </b>Reasoning is a core approach for humans to gain knowledge. Then what knowledge can we obtain from reasoning over a textual description? On the one hand, by a textual description such as “Russia is the largest country in the world, followed by Canada”, we can infer some “new” knowledge such as “Canada is the second largest country in the world”, “Russia is larger than Canada” and “Canada is in top two by size of territorial area” etc. Here, we approach a “new” knowledge world from the textual description. On the other hand, we may infer the truth value of a textual description such as “Zurich is the capital of Switzerland” based on our existing knowledge world. For example, we may doubt and refute that textual description by knowledge “Bern is the de facto capital of Switzerland, referred to by the Swiss as their (e.g. in German) Bundesstadt, or "federal city"” (Wikipedia). Both scenarios are essentially a textual entailment problem.</font></span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(34,34,34);background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="arial, helvetica, sans-serif"><br></font></span></p><p dir="ltr" style="color:rgb(0,0,0);line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(47,47,47);background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><font face="arial, helvetica, sans-serif">In this talk, I will introduce textual entailment problems and solutions in different aspects, focusing on the core challenge -- representation learning. Particularly, how to learn a dynamic representation for the textual description corresponding to specific tasks and contexts? At last, I will discuss some future (ongoing) work for textual entailment, such as the commonsense entailment, multimodal entailment etc.</font></span></p><font face="arial, helvetica, sans-serif"><br style="color:rgb(0,0,0)"><span style="background-color:transparent;font-weight:700;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"><span class="gmail-m_2717731346000286266gmail-m_-3324735099759986977gmail-m_-3361463689362325375gmail-m_-2682109791041277205gmail-m_-7287580682817906358gmail-il"><span class="gmail-m_2717731346000286266gmail-m_-3324735099759986977gmail-m_-3361463689362325375gmail-m_-2682109791041277205gmail-il"><span class="gmail-m_2717731346000286266gmail-m_-3324735099759986977gmail-m_-3361463689362325375gmail-il">Bio</span></span></span>: </span><span style="background-color:transparent;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Wenpeng Yin is a postdoctoral researcher in University of Pennsylvania, working with Prof. Dan Roth in textual entailment and information extraction. Wenpeng received a Ph.D. degree in 2017 from University of Munich, Germany. He had an internship in IBM Watson Research Center in early 2016, and got multiple competitive awards in the past, including WISE2013 “Best Paper”, "Baidu Ph.D. Fellowship" in 2014, "Chinese Government Award for Outstanding Self-financed Ph.D. Students Abroad" in 2016 and “Area Chair Favorites” paper award in COLING2018. He serves as the Area Chair for NAACL'2019 and ACL'2019. </span><br></font></div><br class="gmail-m_2717731346000286266gmail-Apple-interchange-newline"></div><div><br></div><div>Host: <a href="mailto:kgimpel@ttic.edu" target="_blank">Kevin Gimpel</a></div><div><br></div><div><br></div><div><br></div><div><div dir="ltr" class="gmail-m_2717731346000286266gmail_signature"><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><font face="arial, helvetica, sans-serif">Mary C. Marre</font><div><font face="arial, helvetica, sans-serif">Administrative Assistant</font></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6"><b>Toyota Technological Institute</b></font></i></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6">6045 S. Kenwood Avenue</font></i></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6">Room 517</font></i></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6">Chicago, IL 60637</font></i></div><div><i><font face="arial, helvetica, sans-serif">p:(773) 834-1757</font></i></div><div><i><font face="arial, helvetica, sans-serif">f: (773) 357-6970</font></i></div><div><b><i><a href="mailto:mmarre@ttic.edu" target="_blank"><font face="arial, helvetica, sans-serif">mmarre@ttic.edu</font></a></i></b></div></div></div></div></div></div></div></div></div></div></div></div></div></div></div>
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