diff --git a/README.md b/README.md
index 2acc505..66bb69c 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,5 @@
 # Implicit meta-learning may lead language models to trust more reliable sources
-<!-- # Meta- (out-of-context) Learning in Neural Networks  -->
 
-<!-- [![Tests](https://github.com/krasheninnikov/internalization/actions/workflows/main.yml/badge.svg)](https://github.com/krasheninnikov/internalization/actions/workflows/main.yml) -->
-
-<!-- This repository contains code for the language model experiments from the paper **Meta- (out-of-context) Learning in Neural Networks** ([paper](https://arxiv.org/abs/2310.15047), [poster](https://drive.google.com/file/d/1aZMzo8Dzz20FIoxKhgsY62bjSp-LEuH9/view)).  -->
-<!-- This codebase implements language model experiments described in the paper, and relies heavily on the HuggingFace Transformers library. -->
 
 Steps to get started: