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102                    <h2>Gaoussou Youssouf Kebe</h2>
103                    
104                    <h4>PhD Student<br>
105							<a href="https://www.lti.cs.cmu.edu/">Language Technologies Institute</a><br>
106							<a href="https://www.cs.cmu.edu/">School of Computer Science</a>, Carnegie Mellon University<br>
107				
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157						
158	
159						I am <b>Gaoussou Youssouf Kebe</b>, a PhD student at the <a href="https://www.lti.cs.cmu.edu/" target="_blank">
159Language Technologies Institute</a> of the <a href="https://www.cs.cmu.edu/" target="_blank">School of Computer Science</a> at Carnegie Mellon University. I work under the supervision of <a href="https://www.cs.cmu.edu/~morency/" target="_blank">Louis Philippe Morency</a>. My research focuses on modeling how <b>individual differences such as personality traits</b> can influence communication and behavior in <b>social interactions</b> across various modes such as <b>visual, verbal, and vocal</b>. I am particularly interested in developing interactive agents that can interpret social cues in real-time and respond appropriately in personalized ways, with potential applications in mental health, education, and human-robot interaction. My research topics include speech processing, multimodal communication, natural language processing, and social signal processing.</p>
160						<p>Before starting my PhD, I pursued a master's degree at the <a href="http://iral.cs.umbc.edu/" target="_blank">Interactive Robotics and Language Lab</a> at the <a href="https://www.umbc.edu/" target="_blank">University of Maryland, Baltimore County</a>. Under the guidance of <a href="https://www.csee.umbc.edu/~cmat/" target="_blank">Dr. Cynthia Matuszek</a> and <a href="https://www.csee.umbc.edu/~ferraro/" target="_blank">Dr. Francis Ferraro</a>, I worked on leveraging speech features and speaker information to mitigate bias and enhance performance in language grounding models. I also explored language representation and computational event semantics.</p>
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176                        
177                        <h2>Publications and Presentations</h2>
178                        <ul>
179                            <li><span class="label label-success">Under Review</span> <a target="_blank" href="https://arxiv.org/abs/2501.03624">"LlaMADRS: Prompting Large Language Models for Interview-Based Depression Assessment"</a>, <b>Gaoussou Youssouf Kebe</b>, Jeffrey M. Girard, Einat Liebenthal, Justin Baker, Fernando De la Torre, Louis-Philippe Morency, <b>Under review at ACL 2025</b></li>
180
181                            <li><span class="label label-success">IVA 2024</span> <a target="_blank" href="https://dl.acm.org/doi/10.1145/3652988.3673917">"GeSTICS: A Multimodal Corpus for Studying Gesture Synthesis in Two-party Interactions with Contextualized Speech"</a>, <b>Gaoussou Youssouf Kebe</b>, Mehmet Deniz Birlikci, Auriane Boudin, Ryo Ishii, Jeffrey M. Girard and Louis-Philippe Morency, <b>ACM International Conference on Intelligent Virtual Agents</b></li>
182                    
183                            <li><span class="label label-success">2023</span> "Social-IQ 2.0 Challenge: Benchmarking Multimodal Social Understanding", Alex Wilf, Leena Mathur, Sheryl Mathew, Claire Ko, <b>Gaoussou Youssouf Kebe</b>, Paul Pu Liang, Louis-Philippe Morency</li>                    
184                            <li><span class="label label-success">AAAI 2022</span> <a target="_blank" href="https://arxiv.org/pdf/2112.13758.pdf">"Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech"</a>, <b>Gaoussou Youssouf Kebe</b>, Luke E. Richards, Edward Raff, Francis Ferraro, Cynthia Matuszek, <b>Accepted at AAAI 2022</b> </li>
185                        	<li><span class="label label-success">NeurIPS 2021</span> <a target="_blank" href="https://openreview.net/pdf?id=Yx9jT3fkBaD">"A Spoken Language Dataset of Descriptions for Speech-Based Grounded Language Learning"</a>, <b>Gaoussou Youssouf Kebe</b>, Padraig Higgins, Patrick Jenkins, Kasra Darvish, Rishabh Sachdeva, Ryan Barron, John Winder, Donald Engel, Edward Raff, Francis Ferraro, Cynthia Matuszek, <b>Accepted at the NeurIPS 2021 Datasets and Benchmarks Track</b> </li>
186                            <li><span class="label label-success">MULA 2021</span> <a target="_blank" href="https://openaccess.thecvf.com/content/CVPR2021W/MULA/papers/Nguyen_Practical_Cross-Modal_Manifold_Alignment_for_Robotic_Grounded_Language_Learning_CVPRW_2021_paper.pdf">"Practical Cross-modal Manifold Alignment for Robotic Grounded Language Learning"</a>, Andre T Nguyen, Luke Richards, <b>Gaoussou Youssouf Kebe</b>, Edward Raff, Kasra Darvish, Francis Ferraro, Cynthia Matuszek, <b>Proc. of the 4th Multimodal Learning and Applications Workshop (MULA)</b> </li>
187                            <li><span class="label label-success">VAM-HRI 2021</span> <a target="_blank" href="https://vam-hri.github.io/papers/10_towards_making_virtual_human_robot_interaction_a_reality.pdf">"Towards Making Virtual Human-Robot Interaction a Reality"</a>, Padraig Higgins, <b>Gaoussou Youssouf Kebe</b>, Adam Berlier, Kasra Darvish, Don Engel, Cynthia Matuszek, Francis Ferraro, <b>Proc. of the 3rd International Workshop on Virtual, Augmented, and Mixed-Reality for Human-Robot Interactions (VAM-HRI)</b> </li>
188                            <li><span class="label label-success">MASC-SLL 2020</span> <a target="_blank" href="bert_xlnet.pdf">"BERT vs. XLNet in Multilabel Text Classification"</a>, <b>Gaoussou Youssouf Kebe</b>, Cynthia Matuszek, Francis Ferraro, <b>8th Mid-Atlantic Student Colloquium on Speech, Language and Learning, College Park, Maryland, USA</b> </li>
189                            <li><span class="label label-success">UBMK 2019</span> <a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/8907167">"A Novel Shortest Path Routing Algorithm for Wireless Data Collection in Transportation Networks"</a>, Izzet Fatih Senturk, <b>Gaoussou Youssouf Kebe</b>, <b>4th International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey</b> </li>
190                            <li><span class="label label-success">ISNCC 2019</span> <a target="_blank" href="https://ieeexplore.ieee.org/abstract/document/8909101">"A New Approach to Simulating Node Deployment for Smart City Applications Using Geospatial Data"</a>, Izzet Fatih Senturk, <b>Gaoussou Youssouf Kebe</b>, <b>International Symposium on Networks, Computers and Communications (ISNCC), Istanbul, Turkey</b></li>
191                        </ul>
192                        <ul>
193                            <li><a target="_blank" href="https://arxiv.org/pdf/2109.07434.pdf">"Discriminative and Generative Transformer-based Models For Situation Entity Classification"</a>, Mehdi Rezaee, Kasra Darvish, <b>Gaoussou Youssouf Kebe</b>, Frank Ferraro</li>
194                        </ul>
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210                         <h2>Honors</h2>
211                         <ul>
212                         	 <li>
213                                 <span class="label label-success">TAPIA</span> <a target="_blank" href="https://tapiaconference.cmd-it.org/">TAPIA 2021 Attendee</a>, CMD-IT/ACM Richard Tapia Celebration of Diversity in Computing Conference 2021, September 14-18, 2021, Online. 
214                             </li>
215                         	 <li>
216                                 <span class="label label-success">ACL</span> <a target="_blank" href="https://mentorship.aclweb.org/">ACL Year-Round Mentee 2021</a>, Association for Computational Linguistics. 
217                             </li>
218                         	 <li>
219                                 <span class="label label-success">RSS</span> <a target="_blank" href="https://roboticsconference.org/attending/inclusion/">Panelist at Inclusion@RSS 2021</a>, Robotics: Science and Systems, July 12-16, 2021, Online. 
220                             </li>
221                             <li>
222                                 <span class="label label-success">RSS</span> <a target="_blank" href="https://roboticsconference.org/attending/inclusion/">Inclusion@RSS 2020 Fellow</a>, Robotics: Science and Systems, July 12-16, 2020, Online. 
223                             </li>
224                             <li>
225                                 <span class="label label-success">NRI</span> <a target="_blank" href="https://cps-vo.org/group/nri-pimtg20/student-guidance/">NRI 2020 PI Meeting Student Scholarship</a>, 2020 NSF NRI PI Meeting, February 27-28, 2020, Virginia, USA.
226                             </li>
227                             <!-- <li>
228                                 <span class="label label-success">UMBC</span> Teaching Assistant for Computer Architecture at University of Maryland, Baltimore County. 
229                             </li> -->
230                             <li>
231                                 <span class="label label-success">BTU</span> Bursa Technical University Success Scholarship
232                             </li>
233                             <li>
234                                 <span class="label label-success">BTU</span> Bursa Technical University Full Tuition Scholarship
235                             </li>
236                         </ul>
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