update robustness acl2022 link

README.md

@@ -7,7 +7,7 @@ This repo hosts multiple open-source codes of the [Microsoft Research Asia DKI G
 
 ## News
 
-- March, 2022: Our paper *Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation* was accepted by ACL 2022.
+- March, 2022: Our paper [Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation](https://aclanthology.org/2022.acl-long.142.pdf) was accepted by ACL 2022.
 - August, 2021: Our paper [Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing](https://aclanthology.org/2021.findings-acl.100.pdf) was accepted by ACL 2021 Findings.
 - August, 2021: Our paper [Learning Algebraic Recombination for Compositional Generalization](https://arxiv.org/abs/2107.06516) was accepted by ACL 2021 Findings.
 - September, 2020: Our paper ["What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL](https://arxiv.org/abs/2011.04151) was accepted by EMNLP 2020.

robustness_of_text_to_sql/README.md

@@ -1,5 +1,11 @@
 # Robustness of Text-to-SQL Models
 
+This repository contains the data and code in the following paper:
+
+> [**Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation**](https://aclanthology.org/2022.acl-long.142.pdf) <br/>
+> Xinyu Pi*, Bing Wang*, Yan Gao, Jiaqi Guo, Zhoujun Li, Jian-Guang Lou<br/>
+> ACL 2022 Long Papers
+
 
 ## Introduction
 
@@ -42,4 +48,19 @@ notes:
 - We pre-compute processed-WDC tables using Tapas dense retrieval models. Store output to `./wdc/wdc_dense_A.txt` and `./wdc/wdc_dense_B.txt` (Tapas have two encoders).
 
 ### Run
-Just run the `pipeline.ipynb` and have fun.
+Just run the `pipeline.ipynb` and have fun.
+
+
+## Cite
+```
+@inproceedings{pi-etal-2022-towards,
+    title = "Towards Robustness of Text-to-{SQL} Models Against Natural and Realistic Adversarial Table Perturbation",
+    author = "Pi, Xinyu  and Wang, Bing  and Gao, Yan  and Guo, Jiaqi  and Li, Zhoujun  and Lou, Jian-Guang",
+    month = may,
+    year = "2022",
+    address = "Dublin, Ireland",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2022.acl-long.142",
+    pages = "2007--2022"
+}
+```