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+*.jpg filter=lfs diff=lfs merge=lfs -text
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+*.mp4 filter=lfs diff=lfs merge=lfs -text
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lost_in_conversation/README.md

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+## Introduction
+
+We release sharded instructions that are used to simulate single-turn and multi-turn conversations in the paper "LLMs Get Lost in Multi-Turn Conversation".
+This dataset is released in conjunction with the code repository which can conduct the simulation, located at: https://github.com/microsoft/lost_in_conversation
+More information in the Github repository is provided on how to use the dataset.
+
+## Dataset Contents
+
+Each sample has the following schema:
+
+```
+{
+    "task_id": "sharded-{original-task-id}",
+    "task": "code|database|actions|math|data2text|summary|translation",
+    "shards: [{"shard_id": 1, "shard_text": "[...]"}, {"shard_id": 2, "shard_text": "[...]"}, ...],
+    "<task_specific_keys>": <task_specific_values>
+}
+```
+
+The task-specific keys and values depend on the task, and are used for bookkeeping and evaluation (e.g., the reference answer, tests, etc.).
+## Dataset Creation & Processing
+
+The data was created through automatic generation followed by manual curation by the authors of the work, between January and April 2025. The exact process is described in the "Sharding Process" Appendix section of the paper.
+
+Creating datasets involved transforming existing data (fully-specified single-turn instructions) from seven datasets, as listed in the paper. All datasets correspond to datasets released to evaluate LLM performance on generation tasks.
+
+## License
+
+The dataset is licensed under CDLA Permissive 2.0.
+
+## Privacy Statement
+
+[Microsoft Privacy Statement](https://go.microsoft.com/fwlink/?LinkId=521839)
+
+## Citation
+
+If you use this dataset in your work, please cite the following paper:
+```
+@inproceedings{laban2025lost_in_conv,
+  title={LLMs Get Lost In Multi-Turn Conversation},
+  author={Laban, Philippe and Hayashi, Hiroaki and Zhou, Yingbo and Neville, Jennifer},
+  year={2025},
+}
+```
+
+### Dataset Card Contact
+
+Contact Philippe Laban (plaban@microsoft.com) or Jennifer Neville (jenneville@microsoft.com) if you have any questions.

lost_in_conversation/lost_in_conversation.json

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