Update README.md

README.md

@@ -3,3 +3,28 @@
 ---
 license: apache-2.0
 ---
+
+
+---
+language: en
+---
+
+## BUDDI Table Factory: A toolbox for generating synthetic documents with annotated tables and cells
+
+
+[BUDDI Table Factory]() XX
+
+We present the dev results on SQuAD 1.1/2.0 and MNLI tasks.
+
+| Model             | SQuAD 1.1 | SQuAD 2.0 | MNLI-m |
+|-------------------|-----------|-----------|--------|
+| RoBERTa-base      | 91.5/84.6 | 83.7/80.5 | 87.6   |
+| XLNet-Large       | -/-       | -/80.2    | 86.8   |
+| **DeBERTa-base**  | 93.1/87.2 | 86.2/83.1 | 88.8   |
+
+### Citation
+
+If you find BTF useful for your work, please cite the following paper:
+
+
+```