HarperValleyBank: A Domain-Specific Spoken Dialog Corpus
Paper • 2010.13929 • Published
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is michael brown i need a new checkbook",
"role": "user"
},
{
"content": "what is your address",
"role": "assistant"
},
{
"content": "m... | a new check book has been sent to your home address is there anything else i can help you with | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "mm hmm\nhi my name is elizabeth johnson and i need to check my account balance",
"role": "user"
},
{
"content": "sure i'd be happy to help you with that which... | alright i am in in and your savings account balance is one hundred and thirty nine dollars exactly | {
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"source_dataset": "style"
} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
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{
"content": "hi my name is david wilson\ni would like to reset my password",
"role": "user"
},
{
"content": "okay\nsecond\nand um what card oh wait oh whoops and um what i... | your password reset link has been sent to your phone um | {
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"source_dataset": "style"
} |
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{
"content": "<UNCLEAR>",
"role": "user"
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is robert davis i lost my credit card can you send me a new one",
"role": "user"
},
{
"cont... | alright thank you for calling have a great day | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
3778e32e079077c8ff49ff1c1a3cbec507d74afd00a53a48bfdd845249e6ec05 | [
{
"content": "one moment",
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{
"content": "mhm",
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{
"content": "<UNCLEAR>\nhi my name is james williams i would like to reset my password",
"role": "user"
},
{
"content": "oh\nyour password okay um may i please get your phone number",
... | well thank you for calling have a great day | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
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{
"content": "<UNCLEAR>\num hi my name is mary davis uh i need i will like to have a new check sent to my home address",
"role": "user"
},
{
"content": "okay a new checkboo... | okay nine one two four nine | {
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"source_dataset": "style"
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{
"content": "hello this is [BANK NAME] name is miss jennifer how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is mary davis i need to check my account balance",
"role": "user"
}
] | okay check your account balance
miss mary
be checking or savings | {
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"source_dataset": "style"
} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
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{
"content": "hi my name is wilson i would like to pay a bill",
"role": "user"
},
{
"content": "okay and what is the company name",
"role": "assistant"
},
{
"co... | one hundred and three dollars you said | {
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"source_dataset": "style"
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{
"content": "hello this is linda from [BANK NAME] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is elizabeth wilson i would like to transfer money between my accounts",
"role": "user"
}
] | okay i can help you with that transfer money and how much are we gonna transfer | {
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"source_dataset": "style"
} |
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"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is elizabeth jones i would like to transfer money between my accounts",
"role": "user"
},
{
"content": "okay and what is the transfer amount",
... | okay can you repeat the amount for me real quick | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is james miller i need to check my account balance",
"role": "user"
},
{
"content": "okay",... | okay
your balance is a hundred and seven dollars can i help you with anything else today | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is jennifer garcia i would like to schedule an appointment",
"role": "user"
},
{
"content": "okay schedule an appointment\nand what day would you l... | thursday
and what time would you like to come in | {
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"source_dataset": "style"
} |
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"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "<UNCLEAR>\nhi my name is patricia rodriguez i would you like to set my password",
"role": "user"
... | seven four oh | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
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{
"content": "hi my name is patricia miller i need a new checkbook",
"role": "user"
},
{
"content": "what is your address",
"role": "assistant"
},
{
"content": ... | can you repeat that zip code please | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is linda rodriguez i'd like to check my account balance",
"role": "user"
}
] | i'm happy to help you with that
and which account would you like to check your savings or your checking account | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is patricia williams i need to check my account balance",
"role": "user"
}
] | and which account would you like to check | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "<UNCLEAR>\nhi my name is michael johnson i need to check my account balance",
"role": "user"
}
] | which account would you like to check | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is elizabeth miller i would like to schedule an appointment",
"role": "user"
},
{
"content": "what day would you like",
"role": "assistant"
}... | what time would you like for your appointment | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "<UNCLEAR>\nhi my name is mary garcia i need to check my account balance",
"role": "user"
}
] | which account would you like to check | {
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"source_dataset": "style"
} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "yes hi um i would like to transfer money between two of my accounts",
"role": "user"
}
] | what is the transfer amount | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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"content": "hello this is [bank name] my name is [ai assistant]",
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"role": "user"
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{
"content": "how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is john rodriguez i need to check my account balance... | thank you for calling have a great day | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is david jones i would like to transfer money between my accounts",
"role": "user"
},
{
"content": "okay which or you said transfer yeah",
"rol... | alright thank you for calling have a great day | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
c7c251d31d8acc3a748a59ac2c8192c139c0e6368215b34968ff67f7f8a54444 | [
{
"content": "<UNCLEAR>",
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi there my name is linda rodriguez um i need to transfer money between my accounts",
"role": "user"
},
{
... | and what is the source account | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is elizabeth jones i would like to transfer money between my accounts",
"role": "user"
},
{
"content": "okay and what is the transfer amount",
... | uh huh thank you for calling you have a great day | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is mary brown i would like to schedule an appointment",
"role": "user"
},
{
"content": "what day would you like for your appointment",
"role": ... | thursday what time would you like for your appointment | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is jennifer miller i need a new checkbook",
"role": "user"
},
{
"content": "okay what is yo... | okay a new checkbook has been sent to your home address is there anything else i can help you with | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is patricia williams i need a new checkbook",
"role": "user"
}
] | okay i can help you with that what is your address | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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"content": "<UNCLEAR>",
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"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "<UNCLEAR>\nhi my name is patricia brown i lost my debit card can you send me a new one",
"role": "user"
},
... | thank you for calling have a great day | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "<UNCLEAR>\nhi my name is elizabeth garcia i would like to pay a bill",
"role": "user"
},
{
... | okay fossil gas and um what is the company address | {
"bucket": "verbose_chat",
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} |
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"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hello my name is mary jones i'd like to transfer money between my accounts",
"role": "user"
}
] | what is the transfer amount | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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{
"content": "hi my name is michael davis i would like to pay a bill",
"role": "user"
},
{
"content": "and what is t... | we will send your payment to fossil gas is there anything else i can help you with | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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{
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"role": "user"
},
{
"content": "okay uh what is the transfer amou... | and what is the destination account | {
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"source_dataset": "style"
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"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
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{
"content": "um\nuh hi mary my name is david jones",
"role": "user"
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{
"content": "how can i help you today",
... | mm hmm | {
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"source_dataset": "style"
} |
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{
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"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is elizabeth jones i would like to reset my password",
"role": "user"
}
] | what is your phone number | {
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"source_dataset": "style"
} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "um i'm so glad i'm talking to a normal uh a real person uh my name is linda brown and i just need a new checkbook sent to my home please",
"role": "user"
},
{
... | bye | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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{
"content": "this is",
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"content": "hello um",
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{
"content": "this is [bank name] my name is [ai assistant] how can i help you today"... | is there anything else i can help you with | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
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{
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] | mhm | {
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} |
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{
"content": "hello this is happy valley national bank my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is jennifer brown i would like to pay a bill",
"role": "user"
},
{
"content": "okay i can help you with that what is the company nam... | okay can you repeat that zip code for me | {
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} |
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{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
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{
"content": "hi my name is elizabeth wilson and i would like to pay a bill",
"role": "user"
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{
"content": "okay and what is the company name",
"role": "assistant"
... | alright bye | {
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} |
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{
"content": "hello is anyone there",
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{
"content": "hello this is [bank name] my name is [ai assistant] the wait there how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is mary wilson i need a new checkbook",
"role": "user"
}
] | a new checkbook okay what is your address | {
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"source_dataset": "style"
} |
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{
"content": "hello this is harper national bank my name is [ai assistant]",
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{
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"role": "user"
},
{
"content": "how can i help you today",
"role": "assistant"
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{
"content": "hi my name is james wilson i would like to transfer mo... | and is there anything else i can help you with today | {
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"content": "hello hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is elizabeth jones i would like to reset my password",
"role": "user"
}
] | what is your phone number | {
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} |
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"content": "<UNCLEAR>\nhi my name is david rodriguez\ni need to order a new checkbook i need a new checkbook",
"role": "user"
},
{
"content": "uh huh",
"role": "assis... | okay | {
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"role": "assistant"
},
{
"content": "hi my name is michael davis i would like to schedule an appointment",
"role": "user"
}
] | okay what day would you like for your appointment | {
"bucket": "verbose_chat",
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{
"content": "hi my name is james brown i would like to pay a bill",
"role": "user"
},
{
"content": "what is the company name",
"role": "assistant"
},
{
"conten... | what is the bill amount | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
786f039d842c1182abba733267de7833e6f1d66537f6b394045083de9feb3dad | [
{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is robert garcia and i would like to pay a bill",
"role": "user"
},
{
"content": "what is the company name",
"role": "assistant"
},
{
"... | i'm sorry could you repeat the zip code | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
ef42035d5540be79f3910221f97b181cd6e2f200cb4bc11db88899e07fb9c619 | [
{
"content": "<UNCLEAR>",
"role": "user"
},
{
"content": "hello this is [BANK NAME]",
"role": "assistant"
},
{
"content": "<UNCLEAR>",
"role": "user"
},
{
"content": "my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my n... | your checking account balance is ninety eight dollars is there anything else i can help you with | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
901fe8db745502bc3eae1c7cb7730163a00f6a9d853672e6a054274e9b083d81 | [
{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is jennifer brown i would like to pay a bill",
"role": "user"
},
{
"content": "okay what is the company name",
"role": "assistant"
},
{
... | okay
alright we will send your payment to fossil gas | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
1f7a6f2efc71cd0e2733496a598ec0ddc060c060fcea0c7c3a6b8164e0ed7c29 | [
{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is jennifer davis i need to check my account balance",
"role": "user"
}
] | which account would you like to check | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
f761a5a72709a859cb61b3fcd4efc57d85ea97ce7d3ef45d5d594d1bda320d31 | [
{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi hi my name is elizabeth davis i lost my credit card can you send me a new one <UNCLEAR>",
"role": "user"
}
] | i'm sorry could you repeat that | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
d000c193a8294aaa94ad6c4980fb6543a5060ced06e952f8ad3e48e371573ecb | [
{
"content": "hello this is harper national bank my name is [ai assistant]",
"role": "assistant"
},
{
"content": "<UNCLEAR>",
"role": "user"
},
{
"content": "how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is james wilson i would like to transfer mo... | great thank you | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
690cd58e289e95ad1329e7e08b54350e45563376bb0c8ffb4178d6a2211d9f2f | [
{
"content": "<UNCLEAR>",
"role": "user"
},
{
"content": "hello",
"role": "assistant"
},
{
"content": "<UNCLEAR>",
"role": "user"
},
{
"content": "this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "<UNCLEA... | nine one | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
7f6a9f605125706105cafdddd89d898af5517f8223b897503a51a0dbcd179f5f | [
{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is mary rodriguez i need to check my account balance",
"role": "user"
},
{
"content": "of course which account would you like to check",
"role"... | yes thank you for calling and you have a great day | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
74dac1187ae8701ebb9422af18afbbf5ce6550df9e78bde97edcf65c96b4681d | [
{
"content": "<UNCLEAR>",
"role": "user"
},
{
"content": "[BANK NAME] this is mary how can i help you today",
"role": "assistant"
},
{
"content": "okay\nhi my name is elizabeth\ni would like to schedule my name is elizabeth i would like to schedule an appointment",
"role": "user"
}... | thank you for calling have a great day | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
fa3cd7762c9e82799444c89fb4f2d088ce3c81042815de31a43fdb939b1c781c | [
{
"content": "hello this is [bank name] my name is [ai assistant] how can i help you today",
"role": "assistant"
},
{
"content": "hi my name is linda rodriguez i need a new checkbook",
"role": "user"
},
{
"content": "what is your address",
"role": "assistant"
},
{
"content": ... | your new checkbook will be mailed to this address | {
"bucket": "verbose_chat",
"source_dataset": "style"
} |
End of preview. Expand in Data Studio
Harper Valley Final (SFT + DPO)
This dataset contains four configurations:
multiturn_sft— multi-turn supervised fine-tuning conversationsdpo_style— stylistic preference pairs for alignmentdpo_rude— rude vs polite preference pairsdpo_merged— combined preference dataset
All configurations currently include a train split.
Attribution
This dataset is derived from the Harper Valley Bank Dataset.
- Original Authors / Organization: Gridspace
- Source Repository: https://github.com/cricketclub/gridspace-stanford-harper-valley
- Kaggle Version: https://www.kaggle.com/datasets/mdalimranabir/harpervalleybank
- Paper: https://arxiv.org/abs/2010.13929
- License: Creative Commons Attribution 4.0 International (CC BY 4.0)
We acknowledge and thank the original creators for making this dataset publicly available for research and educational use.
Modifications
The dataset has been processed as follows:
- Extracted transcripts from the raw dataset
- Removed unnecessary metadata and noise
- Reformatted data into JSON suitable for chat and preference training
- Cleaned and filtered text for quality
License
This dataset follows the same license as the original:
CC BY 4.0
https://creativecommons.org/licenses/by/4.0/
Users are required to provide appropriate attribution to the original authors when using this dataset.
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