SML-Bench @smlbench
#Benchmark framework for #machinelearning on #structured #data including #datasets and support for several #inductive learning tools sml-bench.aksw.org Joined May 2016-
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I am extremely excited to join @amazon @Alexa99 AI today and start a new chapter in my scientific career working in an excellent environment on question answering, knowledge graphs, reasoning, natural language understanding and more generally the future of conversational AI.
We are looking for top talents for our new project OpenGPT-X in which we aim to improve large neural language models and their usability for dialogue systems & question answering. Very large supercomputing facilities are available. You can apply here: iais.fraunhofer.de/en/career/vaca…
Recently, I got many questions about the role of neural language models in #AI (due to our new OpenGPT-X project) and decided to write a blog post on the topic: jens-lehmann.org/blog/neural-la… #languagemodels #gpt3 #ArtificialIntelligence #OpenGPTX
Our paper “5* Knowledge Graph Embeddings with Projective Transformations” by Mojtaba Nayyeri, @SaVahdati, Can Aykul, @JLehmann82 is just presented at #AAAI2021! Join us at the conference or find all information in our blog post: sda-research.medium.com/5-knowledge-gr…
We are very proud that our group leader @JLehmann82 was selected as Fellow for @ELLISforEurope in recognition of his achievements in AI research. He is the first researcher at @UniBonn and the second researcher at @Fraunhofer to receive this honour. #AI @FraunhoferIAIS
We are looking for developers and researchers for Conversational AI @FraunhoferIAIS in Dresden - all details can be found at iais.fraunhofer.de/en/career/vaca…. Junior/senior developer, PhD student and senior researcher applications are all welcome.
Wir gratulieren! 💐 #IAIS-Kollege & Lead Scientist Prof. @JLehmann82 gehört weltweit zu den 3 meist-zitierten Wissenschaftler*innen im Bereich #KnowledgeEngineering. Das Portal #AMiner hat dafür die #AI-Top-Publikationen der letzten 10 Jahre analysiert. aminer.org/ai2000/ke
Are you interested in Conversational AI? Prof. Dr. Jens Lehmann, Lead Scientist for Conversational AI and Knowledge Graphs at Fraunhofer IAIS, presents an overview on current Conversational AI research: youtu.be/KVWLPRifaKk
We are very happy to announce the 0.7.1 release of the SANSA (Semantic ANalytics StAck) framework - for large-scale analysis, inference, and querying of knowledge graphs! sansa-stack.net/sansa-0-7/ #AI #machinelearning #semanticweb #apachespark #apacheflink #knowledgegraphs
Are you interested in supporting companies by transferring research in conversational AI and knowledge graphs into high impact practical applications? If yes, consider applying for our new business developer positions: recruiting.fraunhofer.de/VacanciesIntra… #ConversationalAI #NLProc #Knowledge
An interesting talk by @JLehmann82 on the major AI challenge of integrating knowledge in generative dialogue systems @iswc_conf - full paper at arxiv.org/abs/1910.07834 and source code at github.com/SmartDataAnaly… #ISWC2019 #KnowledgeGraphs #DialogueSysems #NeuralNetworks #Semantics
arxiv.org/abs/1907.07355 is an interesting paper, which shows that the way neural networks solve tasks differs substantially from how humans do it. They often defeat benchmarks in ways they were not meant to be defeated, which can lead to an overestimation of their abilities.
We just released version 0.3 of SML-Bench w/ support for new learning system and updates on learning scenarios: github.com/SmartDataAnaly… #benchmark #machinelearning #ml #ilp #conceptlearning #ontologylearning
We are very happy to announce the 0.6 release of the SANSA (Semantic ANalytics StAck) framework - for large-scale analysis, inference, and querying of knowledge graphs! sansa-stack.net/sansa-0-6/ #AI #machinelearning #semanticweb #apachespark #apacheflink #knowledgegraphs
In April, I'll start a new branch of @FraunhoferIAIS in Dresden, which will focus on #ConversationalAI (#chatbots , #QuestionAnswering) as well as large AI initiatives like CEE AI (cee-ai.org) and CPS with @tudresden_de @Fraunhofer_IWU - see iais.fraunhofer.de/dresden.
Just had a talk about translating natural language to SQL queries at #AAAI2019 at the #RCQA workshop on complex question answering - paper at arxiv.org/abs/1811.05303 The workshop is very inspiring!
We are very happy to announce the 0.5 release of the SANSA (Semantic ANalytics StAck) framework - large-scale analysis, inference and querying of knowledge graphs! sansa-stack.net/sansa-0-5/ #AI #machinelearning #semanticweb #apachespark #apacheflink #knowledgegraphs
We are very happy to announce the 0.1 release of the AskNow Question Answering components and tools! sda.cs.uni-bonn.de/asknow-0-1-rel… asknow.sda.tech #QuestionAnswering #AI #MachineLearning #SemanticWeb #KnowledgeGraphs #LinkedData @SDA_Research @eis_bonn
We are very happy to announce the 0.4 release of the SANSA (Semantic ANalytics StAck) framework - large-scale analysis, inference and querying of knowledge graphs! Details: sansa-stack.net/sansa-0-4/ #AI #machinelearning #semanticweb #apachespark #apacheflink #knowledgegraphs
Check this out on how @AlethioEthstats is using SANSA to Analyze #Ethereum #RDF #blockchain data at scale ! More details at: media.consensys.net/alethio-links-… #BigData #ApacheSpark #LinkedData
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