Update README.md

README.md

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-This spaCy model was trained to extract authors, journal titles, and publication dates from MLA-style academic citations.
+---
+language: en
+license: apache-2.0
+tags:
+  - spaCy
+  - ner
+  - citation
+  - academic
+  - mla
+model-index:
+  - name: spaCy NER for MLA Citations
+    results: []
+---
+
+# spaCy NER Model for MLA Citations
+
+This spaCy model was trained to extract **authors**, **journal titles**, and **publication dates** from MLA-style academic citations.  
+It is intended for educational and research purposes in natural language processing and citation parsing.
+
+## How to use
+
+```python
+import spacy
+nlp = spacy.load("LipingWang/spaCy-NER-MLA-Citations")
+
+doc = nlp("Devedzic, Vladan. 'Education and the semantic web.' International Journal of Artificial Intelligence in Education 14.2 (2004): 165–191.")
+for ent in doc.ents:
+    print(ent.text, ent.label_)