Update README.md

README.md

@@ -1,3 +1,57 @@
 ---
 license: mit
 ---
+# Dataset Release: Indirect Object Identification
+`mecha_ioi` is a pair of datasets tailored for the Indirect Object Identification task, where sentences are generated from the following set of templates:
+The purpose of this dataset is to facilitate interpretability research, inspired by the paper 
+_Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small_, from Redwood Research. We are not affiliated with Redwood Research,
+and release this dataset to contribute to the collective research effort behind understanding how Transformer language models perform this task. 
+
+- BABA
+```
+  baba_templates = [
+    "Then, {B} and {A} went to the {PLACE}. {B} gave a {OBJECT} to {A}",
+    "Then, {B} and {A} had a lot of fun at the {PLACE}. {B} gave a {OBJECT} to {A}",
+    "Then, {B} and {A} were working at the {PLACE}. {B} decided to give a {OBJECT} to {A}",
+    "Then, {B} and {A} were thinking about going to the {PLACE}. {B} wanted to give a {OBJECT} to {A}",
+    "Then, {B} and {A} had a long argument, and afterwards {B} said to {A}",
+    "After {B} and {A} went to the {PLACE}, {B} gave a {OBJECT} to {A}",
+    "When {B} and {A} got a {OBJECT} at the {PLACE}, {B} decided to give it to {A}",
+    "When {B} and {A} got a {OBJECT} at the {PLACE}, {B} decided to give the {OBJECT} to {A}",
+    "While {B} and {A} were working at the {PLACE}, {B} gave a {OBJECT} to {A}",
+    "While {B} and {A} were commuting to the {PLACE}, {B} gave a {OBJECT} to {A}",
+    "After the lunch, {B} and {A} went to the {PLACE}. {B} gave a {OBJECT} to {A}",
+    "Afterwards, {B} and {A} went to the {PLACE}. {B} gave a {OBJECT} to {A}",
+    "Then, {B} and {A} had a long argument. Afterwards {B} said to {A}",
+    "The {PLACE} {B} and {A} went to had a {OBJECT}. {B} gave it to {A}",
+    "Friends {B} and {A} found a {OBJECT} at the {PLACE}. {B} gave it to {A}",
+]
+```
+
+- ABBA
+```
+abba_templates = [
+    "Then, {A} and {B} went to the {PLACE}. {B} gave a {OBJECT} to {A}",
+    "Then, {A} and {B} had a lot of fun at the {PLACE}. {B} gave a {OBJECT} to {A}",
+    "Then, {A} and {B} were working at the {PLACE}. {B} decided to give a {OBJECT} to {A}",
+    "Then, {A} and {B} were thinking about going to the {PLACE}. {B} wanted to give a {OBJECT} to {A}",
+    "Then, {A} and {B} had a long argument, and afterwards {B} said to {A}",
+    "After {A} and {B} went to the {PLACE}, {B} gave a {OBJECT} to {A}",
+    "When {A} and {B} got a {OBJECT} at the {PLACE}, {B} decided to give it to {A}",
+    "When {A} and {B} got a {OBJECT} at the {PLACE}, {B} decided to give the {OBJECT} to {A}",
+    "While {A} and {B} were working at the {PLACE}, {B} gave a {OBJECT} to {A}",
+    "While {A} and {B} were commuting to the {PLACE}, {B} gave a {OBJECT} to {A}",
+    "After the lunch, {A} and {B} went to the {PLACE}. {B} gave a {OBJECT} to {A}",
+    "Afterwards, {A} and {B} went to the {PLACE}. {B} gave a {OBJECT} to {A}",
+    "Then, {A} and {B} had a long argument. Afterwards {B} said to {A}",
+    "The {PLACE} {A} and {B} went to had a {OBJECT}. {B} gave it to {A}",
+    "Friends {A} and {B} found a {OBJECT} at the {PLACE}. {B} gave it to {A}",
+]
+```
+
+```
+@misc{muhia2022mechaioi,
+      title={A dataset for indirect object identification}, 
+      author={Brian Muhia}
+}
+```