Update README.md

README.md

@@ -1644,11 +1644,18 @@ You can finetune this model on your own dataset.
 - Datasets: 4.4.1
 - Tokenizers: 0.21.0
 
-
-## Citation
+## Citation 
 
 ### BibTeX
 
+#### ColBERT-Zero
+```bibtex
+@misc{chaffin2026colbertzero,
+  title  = {ColBERT-Zero: To Pretrain Or Not To Pretrain ColBERT models},
+  author = {Chaffin, Antoine and Arnaboldi, Luca and Chatelain, Amélie and Krzakala, Florent},
+  year   = {2026},
+}
+```
 #### Sentence Transformers
 ```bibtex
 @inproceedings{reimers-2019-sentence-bert,
@@ -1661,14 +1668,47 @@ You can finetune this model on your own dataset.
     url = "https://arxiv.org/abs/1908.10084"
 }
 ```
-
 #### PyLate
 ```bibtex
-@misc{PyLate,
-title={PyLate: Flexible Training and Retrieval for Late Interaction Models},
-author={Chaffin, Antoine and Sourty, Raphaël},
-url={https://github.com/lightonai/pylate},
-year={2024}
+@inproceedings{DBLP:conf/cikm/ChaffinS25,
+  author       = {Antoine Chaffin and
+                  Rapha{"{e}}l Sourty},
+  editor       = {Meeyoung Cha and
+                  Chanyoung Park and
+                  Noseong Park and
+                  Carl Yang and
+                  Senjuti Basu Roy and
+                  Jessie Li and
+                  Jaap Kamps and
+                  Kijung Shin and
+                  Bryan Hooi and
+                  Lifang He},
+  title        = {PyLate: Flexible Training and Retrieval for Late Interaction Models},
+  booktitle    = {Proceedings of the 34th {ACM} International Conference on Information
+                  and Knowledge Management, {CIKM} 2025, Seoul, Republic of Korea, November
+                  10-14, 2025},
+  pages        = {6334--6339},
+  publisher    = {{ACM}},
+  year         = {2025},
+  url          = {https://github.com/lightonai/pylate},
+  doi          = {10.1145/3746252.3761608},
+}
+```
+#### Nomic Embed
+```bibtex
+@article{DBLP:journals/tmlr/NussbaumMMD25,
+  author       = {Zach Nussbaum and
+                  John Xavier Morris and
+                  Andriy Mulyar and
+                  Brandon Duderstadt},
+  title        = {Nomic Embed: Training a Reproducible Long Context Text Embedder},
+  journal      = {Trans. Mach. Learn. Res.},
+  volume       = {2025},
+  year         = {2025},
+  url          = {https://openreview.net/forum?id=IPmzyQSiQE},
+  timestamp    = {Fri, 20 Jun 2025 14:19:48 +0200},
+  biburl       = {https://dblp.org/rec/journals/tmlr/NussbaumMMD25.bib},
+  bibsource    = {dblp computer science bibliography, https://dblp.org}
 }
 ```