Michael Günther

According to our database, Michael Günther authored at least 22 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval.

Michael Günther, Saba Sturua, Mohammad Kalim Akram, Isabelle Mohr, Andrei Ungureanu, Bo Wang, Sedigheh Eslami, Scott Martens, Maximilian Werk, Nan Wang, Han Xiao

CoRR, June, 2025

MMTEB: Massive Multilingual Text Embedding Benchmark.

Kenneth C. Enevoldsen, Isaac Chung, Imene Kerboua, Márton Kardos, Ashwin Mathur, David Stap, Jay Gala, Wissam Siblini, Dominik Krzeminski, Genta Indra Winata, Saba Sturua, Saiteja Utpala, Mathieu Ciancone, Marion Schaeffer, Gabriel Sequeira, Diganta Misra, Shreeya Dhakal, Jonathan Rystrøm, Roman Solomatin, Ömer Çagatan, Akash Kundu, Martin Bernstorff, Shitao Xiao, Akshita Sukhlecha, Bhavish Pahwa, Rafal Poswiata, Kranthi Kiran GV, Shawon Ashraf, Daniel Auras, Björn Plüster, Jan Philipp Harries, Loïc Magne, Isabelle Mohr, Mariya Hendriksen, Dawei Zhu, Hippolyte Gisserot-Boukhlef, Tom Aarsen, Jan Kostkan, Konrad Wojtasik, Taemin Lee, Marek Suppa, Crystina Zhang, Roberta Rocca, Mohammed Hamdy, Andrianos Michail, John Yang, Manuel Faysse, Aleksei Vatolin, Nandan Thakur, Manan Dey, Dipam Vasani, Pranjal A. Chitale, Simone Tedeschi, Nguyen Tai, Artem Snegirev, Michael Günther, Mengzhou Xia, Weijia Shi, Xing Han Lù, Jordan Clive, Gayatri Krishnakumar, Anna Maksimova, Silvan Wehrli, Maria Tikhonova, Henil Panchal, Aleksandr Abramov, Malte Ostendorff, Zheng Liu, Simon Clematide, Lester James V. Miranda, Alena Fenogenova, Guangyu Song, Ruqiya Bin Safi, Wen-Ding Li, Alessia Borghini, Federico Cassano, Hongjin Su, Jimmy Lin, Howard Yen, Lasse Hansen, Sara Hooker, Chenghao Xiao, Vaibhav Adlakha, Orion Weller, Siva Reddy, Niklas Muennighoff

CoRR, February, 2025

Jina Embeddings V3: Multilingual Text Encoder with Low-Rank Adaptations.

Saba Sturua, Isabelle Mohr, Mohammad Kalim Akram, Michael Günther, Bo Wang, Markus Krimmel, Feng Wang, Georgios Mastrapas, Andreas Koukounas, Nan Wang, Han Xiao

Proceedings of the Advances in Information Retrieval, 2025

2024

jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images.

Andreas Koukounas, Georgios Mastrapas, Bo Wang, Mohammad Kalim Akram, Sedigheh Eslami, Michael Günther, Isabelle Mohr, Saba Sturua, Scott Martens, Nan Wang, Han Xiao

CoRR, 2024

jina-embeddings-v3: Multilingual Embeddings With Task LoRA.

Saba Sturua, Isabelle Mohr, Mohammad Kalim Akram, Michael Günther, Bo Wang, Markus Krimmel, Feng Wang, Georgios Mastrapas, Andreas Koukounas, Nan Wang, Han Xiao

CoRR, 2024

Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models.

Michael Günther, Isabelle Mohr, Bo Wang, Han Xiao

CoRR, 2024

Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever.

Rohan Jha, Bo Wang, Michael Günther, Saba Sturua, Mohammad Kalim Akram, Han Xiao

CoRR, 2024

Jina CLIP: Your CLIP Model Is Also Your Text Retriever.

Andreas Koukounas, Georgios Mastrapas, Michael Günther, Bo Wang, Scott Martens, Isabelle Mohr, Saba Sturua, Mohammad Kalim Akram, Joan Fontanals Martínez, Saahil Ognawala, Susana Guzman, Maximilian Werk, Nan Wang, Han Xiao

CoRR, 2024

Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings.

Isabelle Mohr, Markus Krimmel, Saba Sturua, Mohammad Kalim Akram, Andreas Koukounas, Michael Günther, Georgios Mastrapas, Vinit Ravishankar, Joan Fontanals Martínez, Feng Wang, Qi Liu, Ziniu Yu, Jie Fu, Saahil Ognawala, Susana Guzman, Bo Wang, Maximilian Werk, Nan Wang, Han Xiao

CoRR, 2024

2023

Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long Documents.

Michael Günther, Jackmin Ong, Isabelle Mohr, Alaeddine Abdessalem, Tanguy Abel, Mohammad Kalim Akram, Susana Guzman, Georgios Mastrapas, Saba Sturua, Bo Wang, Maximilian Werk, Nan Wang, Han Xiao

CoRR, 2023

Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models.

Michael Günther, Louis Milliken, Jonathan Geuter, Georgios Mastrapas, Bo Wang, Han Xiao

CoRR, 2023

2021

Word Embeddings in Database Systems.

Michael Günther

PhD thesis, 2021

Pre-Trained Web Table Embeddings for Table Discovery.

Michael Günther, Maik Thiele, Julius Gonsior, Wolfgang Lehner

Proceedings of the aiDM '21: Fourth Workshop in Exploiting AI Techniques for Data Management, 2021

2020

FacetE: exploiting web tables for domain-specific word embedding evaluation.

Michael Günther, Paul Sikorski, Maik Thiele, Wolfgang Lehner

Proceedings of the 8th International Workshop on Testing Database Systems, 2020

Active Learning for Spreadsheet Cell Classification.

Julius Gonsior, Josephine Rehak, Maik Thiele, Elvis Koci, Michael Günther, Wolfgang Lehner

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

RetroLive: Analysis of Relational Retrofitted Word Embeddings.

Michael Günther, Maik Thiele, Erik Nikulski, Wolfgang Lehner

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Retro: Relation Retrofitting For In-Database Machine Learning on Textual Data.

Michael Günther, Maik Thiele, Wolfgang Lehner

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Learning from Textual Data in Database Systems.

Michael Günther, Philipp Oehme, Maik Thiele, Wolfgang Lehner

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Explore FREDDY: Fast Word Embeddings in Database Systems.

Michael Günther, Maik Thiele, Wolfgang Lehner, Zdravko Yanakiev

Proceedings of the Datenbanksysteme für Business, 2019

Fast Approximated Nearest Neighbor Joins For Relational Database Systems.

Michael Günther, Maik Thiele, Wolfgang Lehner

Proceedings of the Datenbanksysteme für Business, 2019

2018

FREDDY: Fast Word Embeddings in Database Systems.

Michael Günther

Proceedings of the 2018 International Conference on Management of Data, 2018

2014

Introducing Wikidata to the Linked Data Web.

Fredo Erxleben, Michael Günther, Markus Krötzsch, Julian Mendez, Denny Vrandecic

Proceedings of the Semantic Web - ISWC 2014, 2014