Update README.md

README.md

@@ -120,17 +120,17 @@ pretty_name: OpenAssistant Conversations
 
 - **Homepage:** https://www.open-assistant.io/
 - **Repository:** https://github.com/LAION-AI/Open-Assistant
-- **Paper:** https://arxiv.org/abs/2304.07327
+- **Paper:** https://www.ykilcher.com/OA_Paper_2023_04_15.pdf
 
 ### Dataset Summary
 
 In an effort to democratize research on large-scale alignment, we release OpenAssistant 
 Conversations (OASST1), a human-generated, human-annotated assistant-style conversation 
-corpus consisting of 161,443 messages in 35 different languages, annotated with 461,292 
-quality ratings, resulting in over 10,000 fully annotated conversation trees. The corpus 
-is a product of a worldwide crowd-sourcing effort involving over 13,500 volunteers.
+corpus consisting of 161,443 messages distributed across 66,497 conversation trees, in 
+35 different languages, annotated with 461,292 quality ratings. The corpus is a product
+of a worldwide crowd-sourcing effort involving over 13,500 volunteers.
 
-Please refer to our [paper](https://arxiv.org/abs/2304.07327) for further details.
+Please refer to our [paper](https://www.ykilcher.com/OA_Paper_2023_04_15.pdf) for further details.
 
 ### Dataset Structure
 
@@ -140,7 +140,7 @@ which can have multiple child messages as replies, and these child messages can
 All messages have a role property: this can either be "assistant" or "prompter". The roles in 
 conversation threads from prompt to leaf node strictly alternate between "prompter" and "assistant".
 
-This version of the dataset contains data collected on the [open-assistant.io](https://open-assistant.io/) website until April 12 2023.
+This version of the dataset contains data collected on the [open-assistant.io](https://www.open-assistant.io/) website until April 12 2023.
 
 ### JSON Example: Message
 
@@ -232,11 +232,6 @@ For readability, only a subset of the message properties is shown here.
 Please refer to [oasst-data](https://github.com/LAION-AI/Open-Assistant/tree/main/oasst-data) for
 details about the data structure and Python code to read and write jsonl files containing oasst data objects.
 
-If you would like to explore the dataset yourself you can find a 
-[`getting-started`](https://github.com/LAION-AI/Open-Assistant/blob/main/notebooks/openassistant-oasst1/getting-started.ipynb) 
-notebook in the `notebooks/openassistant-oasst1` folder of the [LAION-AI/Open-Assistant](https://github.com/LAION-AI/Open-Assistant)
-github repository.
-
 
 ## Main Dataset Files
 
@@ -274,7 +269,7 @@ Besides low quality, a frequent reason for message deletion is a wrong language
 ```
 2023-04-12_oasst_prompts.messages.jsonl.gz
 ```
-These are all the kept initial prompt messages with positive review result (no spam) of trees in `ready_for_export` or `prompt_lottery_waiting` state.
+These are all the kept initial prompt messages with positive spam review result of trees in `ready_for_export` or `prompt_lottery_waiting` state.
 
 ### Using the Huggingface Datasets
 
@@ -348,4 +343,4 @@ OpenAssistant Conversations incorporates 35 different languages with a distribut
 
 - Discord [Open Assistant Discord Server](https://ykilcher.com/open-assistant-discord)
 - GitHub: [LAION-AI/Open-Assistant](https://github.com/LAION-AI/Open-Assistant)
-- E-Mail: [open-assistant@laion.ai](mailto:open-assistant@laion.ai)
+- E-Mail: [open-assistent@laion.ai](mailto:open-assistent@laion.ai) (yes, with e)