Update README.md

README.md

@@ -6,4 +6,29 @@ tags:
 - Natural Language Processing
 - Generalize Quantifier
 - Quantifier Reasoning
----
+---
+
+
+### Introduction
+Generalized quantifiers (e.g., few, most) are used to indicate the proportions predicates are satisfied. QuRe is quantifier reasoning dataset from [Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models](https://arxiv.org/pdf/2311.04659). It includes real-world sentences from Wikipedia and human annotations of generalized quantifiers from English speakers.
+
+### Reference
+```
+@inproceedings{li-etal-2023-pragmatic,
+    title = "Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models",
+    author = "Li, Yiyuan  and
+      Menon, Rakesh  and
+      Ghosh, Sayan  and
+      Srivastava, Shashank",
+    editor = "Bouamor, Houda  and
+      Pino, Juan  and
+      Bali, Kalika",
+    booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing",
+    month = dec,
+    year = "2023",
+    address = "Singapore",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2023.emnlp-main.38",
+    pages = "573--591",
+}
+```