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0a995998
How many items of clothing do I need to pick up or return from a store?
3
"I will give you several history chats between you and a user. Please answer the question based on t(...TRUNCATED)
113,933
"I will give you several user history chats. Please answer the question based on the relevant chat h(...TRUNCATED)
320
b5ef892d
How many days did I spend on camping trips in the United States this year?
8 days.
"I will give you several history chats between you and a user. Please answer the question based on t(...TRUNCATED)
112,807
"I will give you several user history chats. Please answer the question based on the relevant chat h(...TRUNCATED)
247
e831120c
"How many weeks did it take me to watch all the Marvel Cinematic Universe movies and the main Star W(...TRUNCATED)
3.5 weeks
"I will give you several history chats between you and a user. Please answer the question based on t(...TRUNCATED)
112,186
"I will give you several user history chats. Please answer the question based on the relevant chat h(...TRUNCATED)
234
3a704032
How many plants did I acquire in the last month?
3
"I will give you several history chats between you and a user. Please answer the question based on t(...TRUNCATED)
113,919
"I will give you several user history chats. Please answer the question based on the relevant chat h(...TRUNCATED)
213
aae3761f
How many hours in total did I spend driving to my three road trip destinations combined?
15 hours for getting to the three destinations (or 30 hours for the round trip)
"I will give you several history chats between you and a user. Please answer the question based on t(...TRUNCATED)
111,512
"I will give you several user history chats. Please answer the question based on the relevant chat h(...TRUNCATED)
331
gpt4_f2262a51
How many different doctors did I visit?
"I visited three different doctors: a primary care physician, an ENT specialist, and a dermatologist(...TRUNCATED)
"I will give you several history chats between you and a user. Please answer the question based on t(...TRUNCATED)
111,685
"I will give you several user history chats. Please answer the question based on the relevant chat h(...TRUNCATED)
506
dd2973ad
What time did I go to bed on the day before I had a doctor's appointment?
2 AM
"I will give you several history chats between you and a user. Please answer the question based on t(...TRUNCATED)
113,393
"I will give you several user history chats. Please answer the question based on the relevant chat h(...TRUNCATED)
244
c4a1ceb8
How many different types of citrus fruits have I used in my cocktail recipes?
3
"I will give you several history chats between you and a user. Please answer the question based on t(...TRUNCATED)
112,253
"I will give you several user history chats. Please answer the question based on the relevant chat h(...TRUNCATED)
435
gpt4_a56e767c
How many movie festivals that I attended?
I attended four movie festivals.
"I will give you several history chats between you and a user. Please answer the question based on t(...TRUNCATED)
112,933
"I will give you several user history chats. Please answer the question based on the relevant chat h(...TRUNCATED)
740
6cb6f249
How many days did I take social media breaks in total?
17 days
"I will give you several history chats between you and a user. Please answer the question based on t(...TRUNCATED)
111,471
"I will give you several user history chats. Please answer the question based on the relevant chat h(...TRUNCATED)
244
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Cleaned Version of LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

This dataset is a cleaned version of LongMemEval by Wu et al. (2024).

This dataset was used in Context Rot.

Modifications

  • Removed ambiguous question-answers
  • Fixed focused (orcale) version to ensure question can be fully answered by input

Citation

If you use this dataset, please cite the original authors:

@article{wu2024longmemeval, title={LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory}, author={Di Wu and Hongwei Wang and Wenhao Yu and Yuwei Zhang and Kai-Wei Chang and Dong Yu}, year={2024}, eprint={2410.10813}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2410.10813}, }

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