diff --git a/README.md b/README.md
index 95ba60a48f..7a0e2df6d3 100644
--- a/README.md
+++ b/README.md
@@ -47,6 +47,9 @@
 - [Quickstart](#quickstart)
 - [Learn more](#learn-more)
 - [Supported Features](#supported-features)
+- [Built On](#built-on)
+- [Citation](#citation)
+- [Contributors](#contributors)
 
 # About
 
@@ -260,7 +263,7 @@ ns-train nerfacto --help
 
 ### Tensorboard / WandB / Viewer
 
-We support four different methods to track training progress, using the viewer[tensorboard](https://www.tensorflow.org/tensorboard), [Weights and Biases](https://wandb.ai/site), and ,[Comet](https://comet.com/?utm_source=nerf&utm_medium=referral&utm_content=github). You can specify which visualizer to use by appending `--vis {viewer, tensorboard, wandb, comet viewer+wandb, viewer+tensorboard, viewer+comet}` to the training command. Simultaneously utilizing the viewer alongside wandb or tensorboard may cause stuttering issues during evaluation steps. The viewer only works for methods that are fast (ie. nerfacto, instant-ngp), for slower methods like NeRF, use the other loggers.
+We support four different methods to track training progress, using the viewer [tensorboard](https://www.tensorflow.org/tensorboard), [Weights and Biases](https://wandb.ai/site), and [Comet](https://comet.com/?utm_source=nerf&utm_medium=referral&utm_content=github). You can specify which visualizer to use by appending `--vis {viewer, tensorboard, wandb, comet viewer+wandb, viewer+tensorboard, viewer+comet}` to the training command. Simultaneously utilizing the viewer alongside wandb or tensorboard may cause stuttering issues during evaluation steps. The viewer only works for methods that are fast (ie. nerfacto, instant-ngp), for slower methods like NeRF, use the other loggers.
 
 # Learn More