|
--- |
|
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: |
|
|
|
- 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}", |
|
] |
|
``` |
|
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. |
|
|
|
### BibTex |
|
``` |
|
@misc {fahamu_2022, |
|
author = { {Brian Muhia} }, |
|
title = { ioi (Revision 223da8b) }, |
|
year = 2022, |
|
url = { https://huggingface.co/datasets/fahamu/ioi }, |
|
doi = { 10.57967/hf/0142 }, |
|
publisher = { Hugging Face } |
|
} |
|
``` |
