Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models. - Michael Günther 002; Louis Milliken; Jonathan Geuter; Georgios Mastrapas; Bo Wang 096; Han Xiao (CoRR, 2023)

Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long Documents. - Michael Günther 002; Jackmin Ong; Isabelle Mohr; Alaeddine Abdessalem; Tanguy Abel; Mohammad Kalim Akram; Susana Guzman; Georgios Mastrapas; Saba Sturua; Bo Wang 096; Maximilian Werk; Nan Wang; et al. (CoRR, 2023)

Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings. - Isabelle Mohr; Markus Krimmel; Saba Sturua; Mohammad Kalim Akram; Andreas Koukounas; Michael Günther 002; Georgios Mastrapas; Vinit Ravishankar; Joan Fontanals Martínez; Feng Wang; Qi Liu 071; Ziniu Yu; et al. (CoRR, 2024)

Jina CLIP: Your CLIP Model Is Also Your Text Retriever. - Andreas Koukounas; Georgios Mastrapas; Michael Günther 002; Bo Wang 096; Scott Martens; Isabelle Mohr; Saba Sturua; Mohammad Kalim Akram; Joan Fontanals Martínez; Saahil Ognawala; Susana Guzman; Maximilian Werk; et al. (CoRR, 2024)

Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever. - Rohan Jha; Bo Wang 096; Michael Günther 002; Saba Sturua; Mohammad Kalim Akram; Han Xiao (CoRR, 2024)

Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models. - Michael Günther 002; Isabelle Mohr; Bo Wang 096; Han Xiao (CoRR, 2024)

jina-embeddings-v3: Multilingual Embeddings With Task LoRA. - Saba Sturua; Isabelle Mohr; Mohammad Kalim Akram; Michael Günther 002; Bo Wang 096; Markus Krimmel; Feng Wang; Georgios Mastrapas; Andreas Koukounas; Nan Wang; Han Xiao (CoRR, 2024)

jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images. - Andreas Koukounas; Georgios Mastrapas; Bo Wang 096; Mohammad Kalim Akram; Sedigheh Eslami; Michael Günther 002; Isabelle Mohr; Saba Sturua; Scott Martens; Nan Wang; Han Xiao (CoRR, 2024)

Jina Embeddings V3: Multilingual Text Encoder with Low-Rank Adaptations. - Saba Sturua; Isabelle Mohr; Mohammad Kalim Akram; Michael Günther 002; Bo Wang 096; Markus Krimmel; Feng Wang; Georgios Mastrapas; Andreas Koukounas; Nan Wang; Han Xiao (ECIR (5), 2025)

Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models. - Qi Liu 071; Bo Wang 096; Nan Wang; Jiaxin Mao (WWW, 2025)

jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval. - Michael Günther 002; Saba Sturua; Mohammad Kalim Akram; Isabelle Mohr; Andrei Ungureanu; Bo Wang 096; Sedigheh Eslami; Scott Martens; Maximilian Werk; Nan Wang; Han Xiao (CoRR, 2025)