diff --git a/src/Microsoft.ML.Core/ComponentModel/ComponentCatalog.cs b/src/Microsoft.ML.Core/ComponentModel/ComponentCatalog.cs
index fcddce4cc9..77604fb439 100644
--- a/src/Microsoft.ML.Core/ComponentModel/ComponentCatalog.cs
+++ b/src/Microsoft.ML.Core/ComponentModel/ComponentCatalog.cs
@@ -30,7 +30,7 @@ internal static AccessModifier Accessmodifier(this MethodInfo methodInfo)
                 return AccessModifier.Internal;
             if (methodInfo.IsPublic)
                 return AccessModifier.Public;
-            throw new ArgumentException("Did not find access modifier", "methodInfo");
+            throw new ArgumentException("Did not find access modifier", nameof(methodInfo));
         }
 
         internal static AccessModifier Accessmodifier(this ConstructorInfo constructorInfo)
@@ -47,7 +47,7 @@ internal static AccessModifier Accessmodifier(this ConstructorInfo constructorIn
                 return AccessModifier.Internal;
             if (constructorInfo.IsPublic)
                 return AccessModifier.Public;
-            throw new ArgumentException("Did not find access modifier", "constructorInfo");
+            throw new ArgumentException("Did not find access modifier", nameof(constructorInfo));
         }
 
         internal enum AccessModifier
diff --git a/src/Microsoft.ML.TorchSharp/Utils/Index.cs b/src/Microsoft.ML.TorchSharp/Utils/Index.cs
index a36095690d..20f59a2e50 100644
--- a/src/Microsoft.ML.TorchSharp/Utils/Index.cs
+++ b/src/Microsoft.ML.TorchSharp/Utils/Index.cs
@@ -29,7 +29,7 @@ public Index(int value, bool fromEnd = false)
         {
             if (value < 0)
             {
-                throw new ArgumentOutOfRangeException("value", "Non-negative number required.");
+                throw new ArgumentOutOfRangeException(nameof(value), "Non-negative number required.");
             }
 
             if (fromEnd)
@@ -57,7 +57,7 @@ public static Index FromStart(int value)
         {
             if (value < 0)
             {
-                throw new ArgumentOutOfRangeException("value", "Non-negative number required.");
+                throw new ArgumentOutOfRangeException(nameof(value), "Non-negative number required.");
             }
 
             return new Index(value);
@@ -70,7 +70,7 @@ public static Index FromEnd(int value)
         {
             if (value < 0)
             {
-                throw new ArgumentOutOfRangeException("value", "Non-negative number required.");
+                throw new ArgumentOutOfRangeException(nameof(value), "Non-negative number required.");
             }
 
             return new Index(~value);
diff --git a/src/Microsoft.ML.TorchSharp/Utils/Range.cs b/src/Microsoft.ML.TorchSharp/Utils/Range.cs
index f7802ac074..7299998ca8 100644
--- a/src/Microsoft.ML.TorchSharp/Utils/Range.cs
+++ b/src/Microsoft.ML.TorchSharp/Utils/Range.cs
@@ -122,7 +122,7 @@ public override string ToString()
 
             if ((uint)end > (uint)length || (uint)start > (uint)end)
             {
-                throw new ArgumentOutOfRangeException("length");
+                throw new ArgumentOutOfRangeException(nameof(length));
             }
 
             return (start, end - start);
diff --git a/test/Microsoft.ML.IntegrationTests/Datasets/TypeTestData.cs b/test/Microsoft.ML.IntegrationTests/Datasets/TypeTestData.cs
index 7b218ad10b..cdc9b021e2 100644
--- a/test/Microsoft.ML.IntegrationTests/Datasets/TypeTestData.cs
+++ b/test/Microsoft.ML.IntegrationTests/Datasets/TypeTestData.cs
@@ -123,7 +123,7 @@ public static IEnumerable<TypeTestData> GenerateDataset(int numExamples = 5, int
         public static TypeTestData GetRandomInstance(Random rng)
         {
             if (rng == null)
-                throw new ArgumentNullException("rng");
+                throw new ArgumentNullException(nameof(rng));
 
             return new TypeTestData
             {