#informationretrieval — Public Fediverse posts

Published at #IRRJ: "Simple Techniques for Efficient Top-k Batch Query Processing" by Zhixuan Li and Joel Mackenzie. #BatchProcessing, #Caching, #DynamicPruning, #EfficientRetrieval, #InformationRetrieval

https://doi.org/10.54195/irrj.23893

Well i finally did it. I just released my test dataset for AI Evaluation. Its a simulated company, represented by 60,000 documents, the readme in the image explains it all ... If you are interested, its at https://codeberg.org/Lorenz_Systems/Company_Sim.git

#EUAIAct #DigitalSovereignty #SovereignCloud #FOSS #FLOSS #Codeberg #Forgejo #OpenSource #DataGovernance #Auditability #ForensicAI #EUTech #PrivacyByDesign #InformationRetrieval #KnowledgeManagement #DeterministicAI #EUPL

@marlinz #Informationretrieval is depending on the current task and situation.

Sometimes #navigation is the most efficient one, sometimes it's #search. (my #TagTrees are a combination of both) And then there is teleporting, bookmarks/favorites, ...

Unfortunately, most people don't have the knowledge and experience to use multiple methods and decide which method to choose in a specific situation. 😞

#PIM

@marlinz #Informationretrieval is depending on the current task and situation.

Sometimes #navigation is the most efficient one, sometimes it's #search. (my #TagTrees are a combination of both) And then there is teleporting, bookmarks/favorites, ...

Unfortunately, most people don't have the knowledge and experience to use multiple methods and decide which method to choose in a specific situation. 😞

#PIM

@marlinz #Informationretrieval is depending on the current task and situation.

Sometimes #navigation is the most efficient one, sometimes it's #search. (my #TagTrees are a combination of both) And then there is teleporting, bookmarks/favorites, ...

Unfortunately, most people don't have the knowledge and experience to use multiple methods and decide which method to choose in a specific situation. 😞

#PIM

@marlinz #Informationretrieval is depending on the current task and situation.

Sometimes #navigation is the most efficient one, sometimes it's #search. (my #TagTrees are a combination of both) And then there is teleporting, bookmarks/favorites, ...

Unfortunately, most people don't have the knowledge and experience to use multiple methods and decide which method to choose in a specific situation. 😞

#PIM

👥 Justus-Jonas Erker (UKP Lab/Technische Universität Darmstadt), Nils Reimers (Cohere), Iryna Gurevych (UKP Lab/Technische Universität Darmstadt)

See you at Hashtag#EACL2026 in Rabat 🕌!

#UKPLab #NLP #NLProc #InformationRetrieval #DenseRetrieval #MultiHop #FactChecking #QuestionAnswering #RAG

👥 Justus-Jonas Erker (UKP Lab/Technische Universität Darmstadt), Nils Reimers (Cohere), Iryna Gurevych (UKP Lab/Technische Universität Darmstadt)

See you at Hashtag#EACL2026 in Rabat 🕌!

#UKPLab #NLP #NLProc #InformationRetrieval #DenseRetrieval #MultiHop #FactChecking #QuestionAnswering #RAG

👥 Justus-Jonas Erker (UKP Lab/Technische Universität Darmstadt), Nils Reimers (Cohere), Iryna Gurevych (UKP Lab/Technische Universität Darmstadt)

See you at Hashtag#EACL2026 in Rabat 🕌!

#UKPLab #NLP #NLProc #InformationRetrieval #DenseRetrieval #MultiHop #FactChecking #QuestionAnswering #RAG

👥 Justus-Jonas Erker (UKP Lab/Technische Universität Darmstadt), Nils Reimers (Cohere), Iryna Gurevych (UKP Lab/Technische Universität Darmstadt)

See you at Hashtag#EACL2026 in Rabat 🕌!

#UKPLab #NLP #NLProc #InformationRetrieval #DenseRetrieval #MultiHop #FactChecking #QuestionAnswering #RAG

FYI: AI-Powered Search: Explained in Simple Terms #shorts: What is AI-powered search? It's where artificial intelligence meets information retrieval. AI allows computers to behave like people, using machine learning and data science to improve search results. It's not just about chatbots; it's about smarter search. #AIsearch #machinelearning #datavisualization #informationretrieval https://www.youtube.com/shorts/tflRHOGMj6Q

Big congratulations to all authors! 🚀

#ICLR2026 #MachineLearning #AIResearch #RepresentationLearning #InformationRetrieval #DenseRetrieval #SelfSupervisedLearning #LanguageModels #NLP #UKPLab #ICLR

Big congratulations to all authors! 🚀

#ICLR2026 #MachineLearning #AIResearch #RepresentationLearning #InformationRetrieval #DenseRetrieval #SelfSupervisedLearning #LanguageModels #NLP #UKPLab #ICLR

Big congratulations to all authors! 🚀

#ICLR2026 #MachineLearning #AIResearch #RepresentationLearning #InformationRetrieval #DenseRetrieval #SelfSupervisedLearning #LanguageModels #NLP #UKPLab #ICLR

Big congratulations to all authors! 🚀

#ICLR2026 #MachineLearning #AIResearch #RepresentationLearning #InformationRetrieval #DenseRetrieval #SelfSupervisedLearning #LanguageModels #NLP #UKPLab #ICLR

Yue’s research interests lie in natural language processing and information retrieval. Her recent work focuses on LLM-powered AI agents, on advancing the factualness, faithfulness, and trustworthiness of large language models, and on developing and analysing multimodal foundation models.

🔗 Yue’s Webpage: https://fengyue-leah.github.io/

#UKPLab #NLP #InformationRetrieval #LargeLanguageModels #AIResearch #Multimodality #PeerReview #AISafety #TrustworthyAI

Und wir haben am @IBI_HU am Lehrstuhl #InformationRetrieval (wo ich auch bin) auch eine tolle Stelle ausgeschrieben:

https://haushalt-und-personal.hu-berlin.de/de/personal/stellenausschreibungen/dr22125

100% für 2 Jahre als WiMi im Projekt „SoNAR - Social Network Analysis and related Research“.

Am IBI kann man sich sehr zuhause fühlen. Ich sitze lieber im Büro als im Homeoffice und freu mich immer über den Austausch mit den Kolleg*innen und das wertschätzende und hilfsbereite Klima hier.

Bew.frist: 28.11.
#Jobs #JobsInAcademia #HUBerlin #IBI #LIS

Chronoscope World :: homonyms for »Goldberg« — It’s not really an issue yet, is it?
#ChronoMedia link https://mprove.de/chrono3d?ll=40.51812,-5.87708&q=12.69597,43.12029&z=1.94&d=0&s=1&i=1/goldberg&c=,j

#informationretrieval #informationarchitecture #geoIxD

#jobs #stellenangebote #GESISjobs #jobfairy #ResearchAssociate #InformationRetrieval #KnowledgeGraphs
Starting on the next possible date our Team Human Information Interaction in #Cologne is looking for a Research Associate Information Retrieval / Knowledge Graphs
(Salary group 13 TV-L, working time 75 %, limited to 4 years):
https://gesis.jobs.personio.de/job/2062129?language=de&display=en

Quite a good list of LLM evaluation metrics (with papers!) by Parea AI: https://docs.parea.ai/blog/eval-metrics-for-llm-apps-in-prod

#llms #rag #evaluation #eval #metrics #faithfulness #relevance #informationretrieval

We had an awesome time at #JCDL2023 this summer. Our proceedings are now online! Enjoy!
#RethinkingDigitalRecords

Proceedings: https://doi.org/10.1109/JCDL57899.2023

#DigitalLibraries #Proceedings #Research #DigitalPreservation #WebArchiving #InformationRetrieval #MachineLearning #Conferences

Apart from #Wasserstein Distance (#EMD), other #metrics also play an important role in #MachineLearning tasks such as #clustering, #classification, and #InformationRetrieval. In this tutorial, you can find a discussion of five commonly used metrics: EMD, #KullbackLeiblerDivergence (KL Divergence), #JensenShannonDivergence (JS Divergence), #TotalVariationDistance (TV Distance), and #BhattacharyyaDistance.

🌎 https://www.fabriziomusacchio.com/blog/2023-07-28-probability_density_metrics/

#stellenangebot #jobs #jobfairy #openposition
Our Team #FAIRData and Human Information Interaction located in #Cologne is looking for a #ResearchAssociate – #InformationRetrieval / #DataFindability (Salary group 13 TV-L, up to 100%, limited to 31.12.2023)

https://www.hidden-professionals.de/HPv3.Jobs/gesis/stellenangebot/27446/Research-Associate-Information-Retrieval-Data-Findability?lang=en-US

Doing an introduction here:

I'm Dawn from #Manchester.
Work as #SEO consultant.
Love #TechSEO and #Contentstrategy, #webstrategy , #ecommerce, #webcrawling, #digitalmarketing, #tech.
Learning #computerscience, #coding including #python, #javascript, #kotlin.
Keen interest in following #datascience, #informationretrieval, #tech topics.
Love #running, #trailrunning, #baking.
Love #pomeranians #animals
99% #vegan, 100% #vegetarian. Learning is a big part of my every day

#CollaborativeHumanAISystems 3: #ITL, #InteractiveTaskLearning, #HumanRobotInteraction - how can complex #agents learn from humans? #language is large part of that puzzle.

Focus on #ELP, #EmbodiedLanguageProcessing - what does it mean to 'understand' language for communication, collaboration, & teaching.

Not #InformationRetrieval #IR which #NLP research studies.

#IEEE #ROMAN 2021: https://arxiv.org/abs/2102.06755
#ACS 2020: https://arxiv.org/abs/2006.01962
#ACS 2014: https://arxiv.org/abs/1604.02509