diff --git a/packages/roosterjs-content-model-core/test/command/paste/pasteTest.ts b/packages/roosterjs-content-model-core/test/command/paste/pasteTest.ts
index 6d3ce769f570..db30bd32aac9 100644
--- a/packages/roosterjs-content-model-core/test/command/paste/pasteTest.ts
+++ b/packages/roosterjs-content-model-core/test/command/paste/pasteTest.ts
@@ -192,7 +192,7 @@ describe('paste with content model & paste plugin', () => {
         paste(editor!, clipboardData);
 
         expect(setProcessorF.setProcessor).toHaveBeenCalledTimes(2);
-        expect(addParserF.addParser).toHaveBeenCalledTimes(DEFAULT_TIMES_ADD_PARSER_CALLED + 7);
+        expect(addParserF.addParser).toHaveBeenCalledTimes(DEFAULT_TIMES_ADD_PARSER_CALLED + 8);
         expect(WordDesktopFile.processPastedContentFromWordDesktop).toHaveBeenCalledTimes(1);
     });
 
@@ -248,7 +248,7 @@ describe('paste with content model & paste plugin', () => {
         paste(editor!, clipboardData, 'asPlainText');
 
         expect(setProcessorF.setProcessor).toHaveBeenCalledTimes(2);
-        expect(addParserF.addParser).toHaveBeenCalledTimes(12);
+        expect(addParserF.addParser).toHaveBeenCalledTimes(13);
         expect(WordDesktopFile.processPastedContentFromWordDesktop).toHaveBeenCalledTimes(1);
     });
 
diff --git a/packages/roosterjs-content-model-plugins/lib/paste/WordDesktop/processPastedContentFromWordDesktop.ts b/packages/roosterjs-content-model-plugins/lib/paste/WordDesktop/processPastedContentFromWordDesktop.ts
index 9fc9f592bf9f..77b2f05a7aed 100644
--- a/packages/roosterjs-content-model-plugins/lib/paste/WordDesktop/processPastedContentFromWordDesktop.ts
+++ b/packages/roosterjs-content-model-plugins/lib/paste/WordDesktop/processPastedContentFromWordDesktop.ts
@@ -11,6 +11,7 @@ import { setProcessor } from '../utils/setProcessor';
 import { wordContainerParser } from '../parsers/wordContainerParser';
 import { wordTableParser } from '../parsers/wordTableParser';
 import { removeListParagraphMargins } from './removeListParagraphMargins';
+import { wordBorderParser } from './wordBorderParser';
 import type { WordMetadata } from './WordMetadata';
 import type { CssRule, DomToModelOption, ElementProcessor } from 'roosterjs-content-model-types';
 
@@ -38,6 +39,7 @@ export function processPastedContentFromWordDesktop(
     addParser(domToModelOption, 'listLevel', listLevelParser);
     addParser(domToModelOption, 'container', wordContainerParser);
     addParser(domToModelOption, 'table', wordTableParser);
+    addParser(domToModelOption, 'tableBorder', wordBorderParser);
 }
 
 const wordDesktopElementProcessor = (
diff --git a/packages/roosterjs-content-model-plugins/lib/paste/WordDesktop/wordBorderParser.ts b/packages/roosterjs-content-model-plugins/lib/paste/WordDesktop/wordBorderParser.ts
new file mode 100644
index 000000000000..8767b5f5b6b8
--- /dev/null
+++ b/packages/roosterjs-content-model-plugins/lib/paste/WordDesktop/wordBorderParser.ts
@@ -0,0 +1,55 @@
+import { BorderKeys } from 'roosterjs-content-model-dom';
+import type {
+    BorderFormat,
+    ContentModelTableFormat,
+    FormatParser,
+} from 'roosterjs-content-model-types';
+
+const BorderStyleNames = new Map<string, keyof BorderFormat>([
+    ['border-top', 'borderTop'],
+    ['border-right', 'borderRight'],
+    ['border-bottom', 'borderBottom'],
+    ['border-left', 'borderLeft'],
+]);
+
+/**
+ * @internal
+ */
+export const wordBorderParser: FormatParser<ContentModelTableFormat> = (format, element) => {
+    const style = element.getAttribute('style');
+
+    if (style) {
+        const noBorder = new Map<keyof BorderFormat, boolean>();
+
+        style.split(';').forEach(declaration => {
+            const separatorIndex = declaration.indexOf(':');
+
+            if (separatorIndex < 0) {
+                return;
+            }
+
+            const name = declaration.substring(0, separatorIndex).trim().toLowerCase();
+            const value = declaration
+                .substring(separatorIndex + 1)
+                .trim()
+                .toLowerCase();
+            const isNone = /^none(?:\s|$|!important)/.test(value);
+
+            if (name == 'border') {
+                BorderKeys.forEach(key => noBorder.set(key, isNone));
+            } else {
+                const key = BorderStyleNames.get(name);
+
+                if (key) {
+                    noBorder.set(key, isNone);
+                }
+            }
+        });
+
+        noBorder.forEach((isNone, key) => {
+            if (isNone) {
+                format[key] = 'none';
+            }
+        });
+    }
+};
diff --git a/packages/roosterjs-content-model-plugins/test/paste/plugin/ContentModelPastePluginTest.ts b/packages/roosterjs-content-model-plugins/test/paste/plugin/ContentModelPastePluginTest.ts
index b3dd98241be7..7848b60501f6 100644
--- a/packages/roosterjs-content-model-plugins/test/paste/plugin/ContentModelPastePluginTest.ts
+++ b/packages/roosterjs-content-model-plugins/test/paste/plugin/ContentModelPastePluginTest.ts
@@ -59,7 +59,7 @@ describe('Content Model Paste Plugin Test', () => {
             plugin.initialize(editor);
             plugin.onPluginEvent(event);
 
-            expect(addParser.addParser).toHaveBeenCalledTimes(DEFAULT_TIMES_ADD_PARSER_CALLED + 7);
+            expect(addParser.addParser).toHaveBeenCalledTimes(DEFAULT_TIMES_ADD_PARSER_CALLED + 8);
             expect(setProcessor.setProcessor).toHaveBeenCalledTimes(2);
         });
 
diff --git a/packages/roosterjs-content-model-plugins/test/paste/word/wordBorderParserTest.ts b/packages/roosterjs-content-model-plugins/test/paste/word/wordBorderParserTest.ts
new file mode 100644
index 000000000000..6b73092d15c4
--- /dev/null
+++ b/packages/roosterjs-content-model-plugins/test/paste/word/wordBorderParserTest.ts
@@ -0,0 +1,79 @@
+import { wordBorderParser } from '../../../lib/paste/WordDesktop/wordBorderParser';
+import type { ContentModelTableFormat, DomToModelContext } from 'roosterjs-content-model-types';
+
+describe('wordBorderParser', () => {
+    let format: ContentModelTableFormat;
+    let element: HTMLElement;
+    let context: DomToModelContext;
+
+    beforeEach(() => {
+        format = {};
+        element = document.createElement('td');
+        context = {} as any;
+    });
+
+    it('clears all border formats when style attribute has border none', () => {
+        format.borderTop = '1px solid';
+        format.borderRight = '1px solid';
+        format.borderBottom = '1px solid';
+        format.borderLeft = '1px solid';
+        element.setAttribute('style', 'width: 100px; border:none; padding: 0in 5.4pt 0in 5.4pt;');
+
+        wordBorderParser(format, element, context, {});
+
+        expect(format).toEqual({
+            borderTop: 'none',
+            borderRight: 'none',
+            borderBottom: 'none',
+            borderLeft: 'none',
+        });
+    });
+
+    it('clears side border formats when style attribute has side border none', () => {
+        format.borderTop = '1px solid';
+        format.borderRight = '1px solid';
+        format.borderBottom = '1px solid';
+        format.borderLeft = '1px solid';
+        element.setAttribute(
+            'style',
+            'border-top:none; border-right:1px solid red; border-bottom: none !important;'
+        );
+
+        wordBorderParser(format, element, context, {});
+
+        expect(format).toEqual({
+            borderTop: 'none',
+            borderRight: '1px solid',
+            borderBottom: 'none',
+            borderLeft: '1px solid',
+        });
+    });
+
+    it('respects later visible side border declarations after border none', () => {
+        format.borderTop = '1px solid';
+        format.borderRight = '1px solid';
+        format.borderBottom = '1px solid';
+        format.borderLeft = '1px solid';
+        element.setAttribute('style', 'border:none; border-top: 1px solid red;');
+
+        wordBorderParser(format, element, context, {});
+
+        expect(format).toEqual({
+            borderTop: '1px solid',
+            borderRight: 'none',
+            borderBottom: 'none',
+            borderLeft: 'none',
+        });
+    });
+
+    it('does not update border formats without border none in style attribute', () => {
+        format.borderTop = '1px solid';
+        element.setAttribute('style', 'border-top: 1px solid red;');
+
+        wordBorderParser(format, element, context, {});
+
+        expect(format).toEqual({
+            borderTop: '1px solid',
+        });
+    });
+});