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Friends Juana and Kristi found a mango at the bar. Kristi gave it to Juana
Then, Yvette and Angie were working at the mountain. Yvette decided to give a banana to Angie
After Doris and Marsha went to the mountain, Marsha gave a strawberry to Doris
While Bernadette and Harriet were commuting to the desert, Bernadette gave a watermelon to Harriet
Afterwards, Ginger and Bernadette went to the library. Bernadette gave a mango to Ginger
Then, Faye and Rosa had a lot of fun at the theater. Faye gave a blackberry to Rosa
Afterwards, David and Estelle went to the zoo. Estelle gave a mango to David
After the lunch, Martha and Theresa went to the river. Martha gave a mango to Theresa
While Sarah and Teresa were commuting to the park, Teresa gave a orange to Sarah
Friends Kristi and Chelsea found a papaya at the shop. Kristi gave it to Chelsea
When David and Carol got a raspberry at the theater, Carol decided to give the raspberry to David
Afterwards, Suzanne and Lorraine went to the forest. Suzanne gave a raspberry to Lorraine
After Janet and Lee went to the lake, Lee gave a honeydew to Janet
Then, Agnes and Virginia were thinking about going to the theater. Agnes wanted to give a apple to Virginia
Afterwards, Mattie and Stacey went to the library. Stacey gave a strawberry to Mattie
When Ethel and Deanna got a pineapple at the cave, Ethel decided to give it to Deanna
Then, Deanna and Eleanor were thinking about going to the home. Eleanor wanted to give a watermelon to Deanna
While Suzanne and Stacy were working at the beach, Suzanne gave a apple to Stacy
Then, Amanda and Lee had a lot of fun at the zoo. Lee gave a blueberry to Amanda
When Rebecca and Amanda got a kiwi at the library, Rebecca decided to give the kiwi to Amanda
When Loretta and Shannon got a strawberry at the mountain, Shannon decided to give the strawberry to Loretta
While Sonia and Brandy were commuting to the desert, Sonia gave a raspberry to Brandy
After Leona and Kelly went to the home, Kelly gave a banana to Leona
Then, Stacey and David were thinking about going to the store. Stacey wanted to give a kiwi to David
After the lunch, Virginia and Geneva went to the lake. Geneva gave a pear to Virginia
The museum Agnes and Deanna went to had a blueberry. Agnes gave it to Deanna
While Sarah and Martha were commuting to the cave, Martha gave a pear to Sarah
While Jessica and Mildred were commuting to the library, Jessica gave a plum to Mildred
Friends Paula and Bernadette found a cherry at the desert. Bernadette gave it to Paula
The home Erika and Jerry went to had a pear. Erika gave it to Jerry
Afterwards, Alicia and Richard went to the school. Richard gave a plum to Alicia
While Sophia and Juana were working at the forest, Sophia gave a plum to Juana
Friends Dianne and Kristina found a orange at the home. Kristina gave it to Dianne
While Rachel and Melanie were commuting to the theater, Rachel gave a raspberry to Melanie
Friends Carmen and Rebecca found a blueberry at the forest. Rebecca gave it to Carmen
Afterwards, Martha and Jerry went to the lake. Martha gave a cherry to Jerry
Then, Mattie and Carol were thinking about going to the cave. Carol wanted to give a orange to Mattie
Then, Ethel and Juana went to the river. Ethel gave a honeydew to Juana
When William and Kelly got a cherry at the gym, Kelly decided to give the cherry to William
Then, Yvette and Juana had a lot of fun at the zoo. Yvette gave a blueberry to Juana
When Paula and Martha got a coconut at the zoo, Martha decided to give the coconut to Paula
The lake Megan and Mark went to had a watermelon. Megan gave it to Mark
Then, Rosa and Leigh were thinking about going to the desert. Leigh wanted to give a blueberry to Rosa
Friends Rebecca and Kathryn found a grape at the desert. Rebecca gave it to Kathryn
After the lunch, Deanna and Velma went to the zoo. Velma gave a pear to Deanna
Then, Martha and Jessie were working at the museum. Martha decided to give a peach to Jessie
While Sheila and Lula were commuting to the school, Lula gave a blueberry to Sheila
When Miriam and Evelyn got a orange at the bar, Miriam decided to give it to Evelyn
The zoo Theresa and Jody went to had a kiwi. Jody gave it to Theresa
Then, Rachel and Evelyn were thinking about going to the cave. Rachel wanted to give a blueberry to Evelyn
Then, Brandy and Mona were working at the museum. Mona decided to give a raspberry to Brandy
After Bernadette and Kim went to the shop, Bernadette gave a honeydew to Kim
Afterwards, Rosemarie and Yvette went to the river. Yvette gave a cantaloupe to Rosemarie
Then, Mona and Juana were thinking about going to the river. Mona wanted to give a orange to Juana
After the lunch, Melanie and Geneva went to the home. Geneva gave a banana to Melanie
Then, Marsha and William had a lot of fun at the zoo. Marsha gave a blackberry to William
Then, Rosemarie and Faye went to the forest. Faye gave a blackberry to Rosemarie
When Agnes and Kathryn got a coconut at the forest, Agnes decided to give the coconut to Kathryn
When Ella and Megan got a banana at the cave, Megan decided to give it to Ella
After Bernadette and Mattie went to the shop, Bernadette gave a plum to Mattie
The beach Mark and Sophia went to had a plum. Sophia gave it to Mark
Friends Stacey and Brandy found a orange at the gym. Stacey gave it to Brandy
Afterwards, Leona and Kevin went to the cafe. Kevin gave a cherry to Leona
While Suzanne and Mark were working at the zoo, Suzanne gave a peach to Mark
Friends Sarah and Bernadette found a apple at the market. Bernadette gave it to Sarah
Friends Kari and Kim found a coconut at the cafe. Kari gave it to Kim
Then, Kim and Marsha went to the zoo. Marsha gave a pear to Kim
After Violet and Jessie went to the market, Violet gave a raspberry to Jessie
While Stacy and Martha were commuting to the home, Martha gave a pineapple to Stacy
Then, Marilyn and Heidi had a lot of fun at the cafe. Marilyn gave a apple to Heidi
After Ginger and Natasha went to the market, Natasha gave a apple to Ginger
Then, Marsha and Dianne went to the beach. Marsha gave a papaya to Dianne
When Wilma and Faye got a blueberry at the theater, Faye decided to give the blueberry to Wilma
The desert Faye and Anne went to had a raspberry. Faye gave it to Anne
While Juana and Violet were working at the museum, Violet gave a orange to Juana
While Estelle and Anita were working at the desert, Estelle gave a banana to Anita
When Rosemarie and Rebecca got a blackberry at the mountain, Rebecca decided to give the blackberry to Rosemarie
After the lunch, Fannie and Deanna went to the cave. Fannie gave a orange to Deanna
Then, Doris and Robin had a lot of fun at the market. Robin gave a honeydew to Doris
When Velma and Yolanda got a apple at the river, Velma decided to give the apple to Yolanda
The shop Lorraine and Carol went to had a pineapple. Carol gave it to Lorraine
When Miriam and Doris got a coconut at the museum, Miriam decided to give the coconut to Doris
Then, Sheila and Jody were thinking about going to the library. Jody wanted to give a apple to Sheila
Friends Inez and Doris found a cantaloupe at the market. Inez gave it to Doris
Then, Kim and Inez were thinking about going to the desert. Inez wanted to give a banana to Kim
Then, Estelle and Alyssa were thinking about going to the beach. Estelle wanted to give a cantaloupe to Alyssa
After William and Geneva went to the gym, Geneva gave a pear to William
Then, Marsha and Harriet were working at the desert. Marsha decided to give a pineapple to Harriet
Then, Anita and Lula were working at the school. Lula decided to give a kiwi to Anita
After the lunch, Violet and Janet went to the theater. Violet gave a banana to Janet
Then, Ella and Lula went to the desert. Lula gave a cantaloupe to Ella
While Yvette and Jessie were working at the library, Yvette gave a banana to Jessie
After Stacy and Pauline went to the cave, Pauline gave a peach to Stacy
Then, Marsha and Theresa had a lot of fun at the home. Marsha gave a blueberry to Theresa
The mountain Carmen and Agnes went to had a honeydew. Agnes gave it to Carmen
After the lunch, Violet and Deanna went to the bar. Violet gave a papaya to Deanna
Friends Lorraine and Mona found a raspberry at the forest. Mona gave it to Lorraine
While Gwen and Kathryn were working at the forest, Gwen gave a cherry to Kathryn
While Carmen and Jody were working at the river, Jody gave a blueberry to Carmen
Friends Geneva and Jacqueline found a papaya at the market. Geneva gave it to Jacqueline

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 }
}
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