diff --git a/DESCRIPTION.md b/DESCRIPTION.md
new file mode 100644
index 0000000..a0e7d04
--- /dev/null
+++ b/DESCRIPTION.md
@@ -0,0 +1,18 @@
+# Description
+
+(To be used as the long description on the Chrome and Firefox pages)
+
+---
+
+OpenAI's recently released GPT-2 model has revealed itself to be capable of generating incredibly human-like text.
+
+With the rampant spread of fake news and reviews in today's world, such tools may pose a threat to the quality of the information found on the internet.
+
+Luckily, OpenAI also released a detector which is designed to detect whether a given portion of text has been generated by GPT-2 or not.
+
+This extension brings the detector to your browser via a simple browser extension. Simply select a portion of text (at least 50 words) and the extension will determine and display the probability of whether the selected text was generated by GPT-2 or not.
+
+Some notes:
+
+- The detector itself does not run in your browser. The extension makes HTTP requests to https://huggingface.co/openai-detector where the detector is publicly hosted and processes the response, displaying the results in your browser.
+- Results should be taken with a grain of salt. The detector is designed specifically to work with GPT-2 generated text. Using a different model or finetuning GPT-2 could be enough to avoid detection. In general, the detector is imperfect. Human-generated text may be marked as GPT-2 generated, and vice-versa.
diff --git a/README.md b/README.md
index bc2b15b..e279339 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
A browser extension that displays the [GPT-2](https://openai.com/blog/better-language-models/) Log Probability of selected portions of text.
-Among the many things that [OpenAI](https://openai.com/)'s GPT-2 model can do, one of these is detecting with certain amount of certainty whether a given portion of text is fake or real. This extension hopes to bring this functionality to your browser (Chrome and Firefox).
+Among the many things that [OpenAI](https://openai.com/)'s GPT-2 model can do, one of these is detecting with a certain amount of certainty whether a given portion of text is human-generated. This extension hopes to bring this functionality to your browser (Chrome and Firefox).
Inspired by [this tweet](https://twitter.com/karpathy/status/1192169928079503360?s=20) from [Andrej Karpathy](https://cs.stanford.edu/~karpathy/), the director of AI at [Tesla](https://www.tesla.com/).
diff --git a/src/content/content.js b/src/content/content.js
index 123f6bd..9b6ff7a 100644
--- a/src/content/content.js
+++ b/src/content/content.js
@@ -14,7 +14,7 @@ function gotMessage(message) {
}
}
-// determines how real a portion of selected text is
+// determines how human-like a portion of selected text is
function evaluateSelection() {
// initiate element variable
let element;
@@ -48,11 +48,11 @@ function evaluateSelection() {
// parse the response from Hugging Face
let all_tokens = json.all_tokens;
let used_tokens = json.used_tokens;
- let realness = Math.round(json.real_probability * 100 * 100) / 100;
- let css_color_string = generateHSLString(realness, 0, 120);
+ let human_likeness = Math.round(json.real_probability * 100 * 100) / 100;
+ let css_color_string = generateHSLString(human_likeness, 0, 120);
// prepare the message
- let message_text = `According to the detector, there is a ${realness} % chance that the selected text is real. ${used_tokens} out of ${all_tokens} tokens were considered`;
+ let message_text = `According to the detector, there is a ${human_likeness} % chance that the selected text written by a human. ${used_tokens} out of ${all_tokens} tokens were considered.`;
// update the message element with the outcome
message_element.text(message_text);
message_element.css("border", `2px dashed ${css_color_string}`);
diff --git a/src/manifest.json b/src/manifest.json
index c629e74..c25e977 100644
--- a/src/manifest.json
+++ b/src/manifest.json
@@ -1,8 +1,8 @@
{
"manifest_version": 2,
"name": "GPTrue or False",
- "version": "3.0.1",
- "description": "Display OpenAI's GPT-2 log probability of a sample of text.",
+ "version": "3.0.2",
+ "description": "Display the likelihood that a sample of text was generated by OpenAI's GPT-2 model.",
"icons": {
"16": "./images/icon/16.png",
"32": "./images/icon/32.png",
diff --git a/src/popup/index.html b/src/popup/index.html
index 8694e78..2ae428a 100644
--- a/src/popup/index.html
+++ b/src/popup/index.html
@@ -17,14 +17,15 @@
GPTrue or False
- Display OpenAI's GPT-2 log probability of a sample of text. Is the given
- text falsely generated?
+ Let OpenAI's GPT-2 detector evaluate a sample of text. Is the given text
+ computer generated?
-
Determine realness of selected text
+
Evaluate a text selection
Select at least 50 words from the current page and press the button
- below to determine the realness of the selected text.
+ below to determine the how likely it is that the selected text was
+ written by a human.