Update README.md

README.md

@@ -13,7 +13,7 @@ tags:
 - worth-checking
 - checkable
 ---
-Paper: 
+
 
 This model is based on [Knesset-dictaBERT](https://huggingface.co/GiliGold/Knesset-DictaBERT) and was trained to classify a Hebrew sentence for checkworthiness.
 
@@ -24,4 +24,22 @@ It was trained on a train-set of ~5000 manually annotated sentences from the [Kn
 
 The train set is available [here](https://github.com/HaifaCLG/Factuality).
 
-The Knesset Corpus automatically annotated for checkworthiness by [knesset-dicta-checkworthiness](https://huggingface.co/GiliGold/knesset-dicta-checkworthiness) is available [here](https://huggingface.co/datasets/GiliGold/Knesset_check_worthiness)
+The Knesset Corpus automatically annotated for checkworthiness by [knesset-dicta-checkworthiness](https://huggingface.co/GiliGold/knesset-dicta-checkworthiness) is available [here](https://huggingface.co/datasets/GiliGold/Knesset_check_worthiness)
+
+Paper: 
+[ArXiv paper](https://arxiv.org/abs/2509.26406)
+
+- Citation:
+
+@InProceedings{goldin-EtAl:2025:RANLP,
+  author    = {Goldin, Gili  and  Wigderson, Shira  and  Rabinovich, Ella  and  Wintner, Shuly},
+  title     = {An Annotation Scheme for Factuality and Its Application to Parliamentary Proceedings},
+  booktitle      = {Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI era},
+  month          = {September},
+  year           = {2025},
+  address        = {Varna, Bulgaria},
+  publisher      = {INCOMA Ltd., Shoumen, Bulgaria},
+  pages     = {403--412},
+  abstract  = {Factuality assesses the extent to which a language utterance relates to real-world information; it determines whether utterances correspond to facts, possibilities, or imaginary situations, and as such, it is instrumental for fact checking. Factuality is a complex notion that relies on multiple linguistic signals, and has been studied in various disciplines. We present a complex, multi-faceted annotation scheme of factuality that combines concepts from a variety of previous works. We developed the scheme for Hebrew, but we trust that it can be adapted to other languages. We also present a set of almost 5,000 sentences in the domain of parliamentary discourse that we manually annotated according to this scheme. We report on inter-annotator agreement, and experiment with various approaches to automatically predict (some features of) the scheme, in order to extend the annotation to a large corpus.},
+  url       = {https://aclanthology.org/2025.ranlp-1.49}
+}