Update README.md

README.md

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 **Overview**
 
 MathT5-large is a version of FLAN-T5-large fine-tuned for 25 epochs on 15K (LaTeX) synthetic mathematical derivations (containing 5 - 9 equations), that were generated using a symbolic solver (SymPy).
-It outperforms GPT-4 and ChatGPT (paper link soon) on a derivation generation task in ROUGE, BLEU, BLEURT, and GLEU scores, and shows some generalisation capabilities.
-It was trained on 155 physics symbols, but struggles with out-of-vocabulary symbols.
+It outperforms GPT-4 and ChatGPT on a derivation generation task in ROUGE, BLEU, BLEURT, and GLEU scores, and shows some generalisation capabilities.
+It was trained on 155 physics symbols, but struggles with out-of-vocabulary symbols. Paper available soon.
 
 
 **Example prompt:**