Günther, Michael
- Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models
2024/09/07 by Michael Günther, Isabelle Mohr, Günther, Michael +8 · 2 voices · 14 citations
Social Sciences · #Human Mobility and Location-Based Analysis
- jina-embeddings-v3: Multilingual Embeddings With Task LoRA
2024/09/16 by Saba Sturua, Isabelle Mohr, Sturua, Saba +19 · 45 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long Documents
2023/10/30 by Michael Günther, Günther, Michael, Jackmin Ong +21 · 23 citations
Computer Science · #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- MMTEB: Massive Multilingual Text Embedding Benchmark
2025/02/19 by Kenneth Enevoldsen, Enevoldsen, Kenneth, Isaac Chung +169 · 41 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Jina CLIP: Your CLIP Model Is Also Your Text Retriever
2024/05/30 by Andreas Koukounas, Georgios Mastrapas, Koukounas, Andreas +25 · 12 citations
Computer Science · #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.7 #Information Retrieval (cs.IR) #Natural Language Processing Techniques
- Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models
2023/07/20 by Michael Günther, Louis Milliken, Günther, Michael +9 · 6 citations
Computer Science · #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #H.3.1 #H.3.3 #I.2.7 #I.5.4 #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval
2025/06/23 by Günther, Michael, Sturua, Saba, Akram, Mohammad Kalim +8 · 21 citations
#68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Information Retrieval (cs.IR)
- Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever
2024/08/29 by Rohan Jha, Bo Wang, Jha, Rohan +17 · 9 citations
Computer Science · #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images
2024/12/11 by Andreas Koukounas, Georgios Mastrapas, Koukounas, Andreas +17 · 8 citations
Arts and Humanities · Computer Science · #68T50 #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #I.2.7 #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling #Translation Studies and Practices
- Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings
2024/02/26 by Isabelle Mohr, Mohr, Isabelle, Markus Krimmel +35 · 4 citations
Computer Science · #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- Splitting Techniques for DAEs with port-Hamiltonian Applications
2024/04/21 by Bartel, Andreas, Diab, Malak, Frommer, Andreas +2 · 2 citations
#65L05 #65L20 #65L80 #97N40 #FOS: Mathematics #Numerical Analysis (math.NA)
- Port-Hamiltonian Systems Modelling in Electrical Engineering
2023/01/05 by Bartel, Andreas, Clemens, Markus, Günther, Michael +2 · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA)
- Microphone Utility Estimation in Acoustic Sensor Networks using Single-Channel Signal Features
2022/01/24 by Günther, Michael, Brendel, Andreas, Kellermann, Walter · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Efficient Code Embeddings from Code Generation Models
2025/08/29 by Daria Kryvosheieva, Kryvosheieva, Daria, Saba Sturua +7 · 2 citations
Computer Science · #Topic Modeling #Software Engineering Research #Natural Language Processing Techniques
- Dynamic iteration schemes and port-Hamiltonian formulation in coupled DAE circuit simulation
2020/04/27 by Michael Günther, Andreas Bartel, Günther, Michael +5 · 1 citation
Engineering · Mathematics · #34A09 #37J05 #65L80 #94C05 #94C15 #Control and Stability of Dynamical Systems #Dynamical Systems (math.DS) #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods for differential equations #Optimization and Control (math.OC) #Superconducting Materials and Applications
- Operator splitting for port-Hamiltonian systems
2023/04/04 by Frommer, Andreas, Günther, Michael, Liljegren-Sailer, Björn +1 · 1 citation
#65F10 #65F60 #65L05 #65P10 #FOS: Mathematics #Numerical Analysis (math.NA)
- Data-driven identification of port-Hamiltonian DAE systems by Gaussian processes
2024/06/26 by Zaspel, Peter, Günther, Michael · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Adapted nested force-gradient integrators: the Schwinger model case
2015/12/11 by Shcherbakov, Dmitry, Ehrhardt, Matthias, Finkenrath, Jacob +3 · 1 citation
#34C40 #65L06 #65P10 #FOS: Mathematics #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Numerical Analysis (math.NA) #Quantum Physics (quant-ph)