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description=HPI AI and Intelligent Systems group at HPI/University of Potsdam, former Rutgers Deep Data Lab, led by Gerard de Melo;
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ai and intelligent systems deep data lab toggle navigation gerard de melo team awards projects publications talks activities teaching misc ai and intelligent systems group hasso plattner institute university of potsdam germany official home page gdm demelo org introduction welcome to the home page of the ai and intelligent systems group at the hasso plattner institute university of potsdam we develop novel algorithms to dive deep into data and make sense of it in the areas of machine learning natural language processing data mining information retrieval and big data our work has received funding from a number of sources including nsfc darpa samsung google woman techmaker anita borg adobe csc daad et al this group was previously known as the deep data lab at rutgers university and as the web mining and language technology group at tsinghua university join or visit our group details here news i am once again chairing the ai hpi conference this december an event that brings together high profile experts from academia government industry and civil society to discuss pressing issues arising from the rapid advances in ai we have an amazing line up of speakers congratulations to tolga buz moritz schneider et al for our first runner up paper award at the acm websci 2024 conference congratulations to johannes hagemann et al for our best paper award at the neurips 2023 workshop on advancing neural network training funding for the new ai service center berlin brandenburg from bmbf bmftr which is creating ai cloud and service infrastructure best paper award at the highly selective ir conference cikm 2022 for the paper d hypr harnessing neighborhood modeling and asymmetry preservation for digraph representation learning by rutgers phd student honglu zhou and collaborators including two from our team the paper presents a new approach and benchmark for directed graph neural networks our paper wallstreetbets beyond gamestop yolos and the moon the unique traits of reddit s finance communities was selected among the best amcis 2022 top 25 complete papers the first author pratik agrawal also wrote a blog post summarizing some highlights of amcis 2022 we organized the hpi oau fundamentals of nlp bootcamp 2022 at obafemi awolowo university oau in nigeria led by victor adelakun with contributions from numerous members of our team tamara czinczoll explains how ai learns in a short video for the general public created in our mittelstand digital zentrum berlin project in german but youtube s automatic caption translations work well new book knowledge graphs published by morgan claypool amazon and also free to read online envision bootcamp a hands on introduction to multimodal signal analysis techniques to gain qualitative and quantitative understanding of team dynamics potsdam online 8 10 december 2021 congratulations to sedigheh sarah eslami for the 3rd place in the imageclef vqa med 2021 challenge on medical visual question answering our paper is now available we have received funding for a new center called mittelstand digital zentrum berlin which is going to help small and medium sized enterprises adopt ai and it at the eacl 2021 lantern workshop the best paper award sponsored by hugging face was awarded to our paper exploiting image text synergy for contextual image captioning dataset code many thanks to google for their google cloud platform credits for rajarshi bhowmik s work on fact based summarization many thanks to j p morgan for funding xin dong as a j p morgan phd fellow many thanks to diffbot for their grant to support rajarshi bhowmik s work on deep learning models for entities many thanks to adobe for an unrestricted gift for our research on cross lingual representation many thanks to the hasso plattner institut for providing compute infrastructure for our research on representation learning services congratulations to tugba kulahcioglu for her nomination for best paper at the 12th ieee international conference on semantic computing laguna hills ca 2018 congratulations to xiang long for winning the activitynet 2017 kinetics challenge find out more about the details of the approach in our arxiv paper congratulations to xiang long for winning the 3rd prize 20 000 in the google cloud youtube 8m video understanding challenge find out more about the details of the approach in our aaai 2018 paper our deep neural information retrieval model pacrr was the backbone for the top ranked trec 2017 complex answer retrieval submissions congratulations to qian yang for receiving a google women techmakers scholarship team members director gerard de melo hpi university of potsdam administrative staff sophie bodien hpi current team members see list of current members phd alumni rajarshi bhowmik rutgers now at bloomberg nyc xin dong rutgers now at tiktok zuohui fu rutgers now at facebook yipeng kang tsinghua university tugba kulahcioglu rutgers now at google xiang long tsinghua university now at baidu shahab raji rutgers now at electronic arts abu awal md shoeb rutgers now at 3m research linlin wang tsinghua university now tenure track faculty at east china normal university qian yang tsinghua university now at fidelity investments former visiting scholars sreyasi nag chowdhury mpii visiting rutgers michael hedderich mpii visiting rutgers tingfeng li northwestern polytechnical university visiting rutgers research projects and downloads our team has developed a number of resources for natural language processing and ai many of which are available for download source code we have published the source code for a number of different research projects follow the link for a list of available code bases publications our research is published in top tier venues most of which provide open access 2022 gerard de melo