From 4e80ef3abb95f736422cc686c205106e11b4a6f2 Mon Sep 17 00:00:00 2001
From: Rajat <22280243+R1j1t@users.noreply.github.com>
Date: Wed, 17 Feb 2021 17:56:43 +0530
Subject: [PATCH] updated code eg & description of contextualSpellCheck (#7096)

---
 website/meta/universe.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/website/meta/universe.json b/website/meta/universe.json
index 45d146511..b183943c6 100644
--- a/website/meta/universe.json
+++ b/website/meta/universe.json
@@ -2542,14 +2542,14 @@
             "id": "contextualSpellCheck",
             "title": "Contextual Spell Check",
             "slogan": "Contextual spell correction using BERT (bidirectional representations)",
-            "description": "This package currently focuses on Out of Vocabulary (OOV) word or non-word error (NWE) correction using BERT model. The idea of using BERT was to use the context when correcting NWE. In the coming days, I would like to focus on RWE and optimising the package by implementing it in cython.",
+            "description": "This package currently focuses on Out of Vocabulary (OOV) word or non-word error (NWE) correction using BERT model. The idea of using BERT was to use the context when correcting NWE.",
             "github": "R1j1t/contextualSpellCheck",
             "pip": "contextualSpellCheck",
             "code_example": [
                 "import spacy",
                 "import contextualSpellCheck",
                 "",
-                "nlp = spacy.load('en')",
+                "nlp = spacy.load('en_core_web_sm')",
                 "contextualSpellCheck.add_to_pipe(nlp)",
                 "doc = nlp('Income was $9.4 milion compared to the prior year of $2.7 milion.')",
                 "",