Update README.md

README.md

@@ -29,7 +29,7 @@ paperswithcode_id: fireball
 
 ## Table of Contents
 - [Data Description](#data-description)
-  - [Filtered Triplets Schema](#filtered-triplets-schema)
+  - [DnD Turn Schema](#dnd-turn-schema)
     - [Normalized Actor State](#normalized-actor-state)
 - [Additional Information](#additional-information)
   - [Citation](#citation)
@@ -40,9 +40,8 @@ paperswithcode_id: fireball
 ## Data Description
 **FIREBALL: A Dataset of Dungeons and Dragons Actual-Play with Structured Game State Information**
 
-FIREBALL is a large crowdsourced dataset of people playing Dungeons and Dragons on Discord. In addition to playing the game using natural language (primarily English), players also used a bot called [Avrae](https://avrae.io/). Avrae enables players to keep track of the state of the game by writing commands, which we collected.
-
-The data contains nearly 25,000 unique sessions of gameplay, 153,829 turns.
+FIREBALL is a large crowdsourced dataset of people playing Dungeons and Dragons (D&D or DnD) on Discord. In addition to playing the game using natural language (primarily English), players also used a bot called [Avrae](https://avrae.io/). Avrae enables players to keep track of the state of the game by writing commands, which we collected.
+This dataset contains nearly 25,000 unique sessions of gameplay, 153,829 turns, and detailed information about people's D&D game turns.
 
 
 * [Published paper](https://aclanthology.org/2023.acl-long.229/)
@@ -65,9 +64,10 @@ The data contains nearly 25,000 unique sessions of gameplay, 153,829 turns.
 
 
 
-### Schema
+### DnD Turn Schema
 
-Each line contains a filtered schema, each of which includes the following keys:
+Each line of the dataset contains a filtered schema for each conversational turn.
+The schema includes the following keys:
 ```
 {
     "speaker_id": The anonymized user ID of the user who sent the commands in the triple.