Update README.md

README.md

@@ -34,7 +34,7 @@ The model is trained on a dataset provided in CSV format (with a 'data' column)
 - **Language(s) (NLP):** English 
 - **License:** Apache-2.0
 
-### Model Sources [optional]
+### Model Sources 
 
 - **Repository:** https://huggingface.co/aarohanverma/lstm-next-word-predictor
 - **Demo:** [LSTM Next Word Predictor Demo](https://huggingface.co/spaces/aarohanverma/lstm-next-word-predictor-demo)
@@ -49,7 +49,7 @@ The model is trained on a dataset provided in CSV format (with a 'data' column)
 
 This model can be directly used for next word prediction in text autocompletion.
 
-### Downstream Use [optional]
+### Downstream Use
 
 <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
 
@@ -153,7 +153,7 @@ To run the model, follow these steps:
 
 - Interpretability techniques such as examining predicted token distributions can be applied to further understand model behavior.
 
-## Technical Specifications [optional]
+## Technical Specifications 
 
 ### Model Architecture and Objective
 
@@ -166,7 +166,16 @@ To run the model, follow these steps:
 
 **BibTeX:**
 
-[More Information Needed]
+```bibtex
+@misc {aarohan_verma_2025,
+	author       = { {Aarohan Verma} },
+	title        = { lstm-next-word-predictor },
+	year         = 2025,
+	url          = { https://huggingface.co/aarohanverma/lstm-next-word-predictor },
+	doi          = { 10.57967/hf/4882 },
+	publisher    = { Hugging Face }
+}
+```
 
 ## Model Card Contact