diff --git a/openmetadata-ui/src/main/resources/ui/package.json b/openmetadata-ui/src/main/resources/ui/package.json
index 482d51febd7..a5070e8f1c0 100644
--- a/openmetadata-ui/src/main/resources/ui/package.json
+++ b/openmetadata-ui/src/main/resources/ui/package.json
@@ -80,6 +80,7 @@
     "react-i18next": "^11.18.6",
     "react-lazylog": "^4.5.3",
     "react-oidc": "^1.0.3",
+    "react-papaparse": "^4.1.0",
     "react-quill": "^2.0.0",
     "react-router-dom": "^5.2.0",
     "react-toastify": "^8.2.0",
diff --git a/openmetadata-ui/src/main/resources/ui/src/components/Glossary/GlossaryHeader/GlossaryHeader.component.tsx b/openmetadata-ui/src/main/resources/ui/src/components/Glossary/GlossaryHeader/GlossaryHeader.component.tsx
index 65da2f8bf47..bd147f22f6c 100644
--- a/openmetadata-ui/src/main/resources/ui/src/components/Glossary/GlossaryHeader/GlossaryHeader.component.tsx
+++ b/openmetadata-ui/src/main/resources/ui/src/components/Glossary/GlossaryHeader/GlossaryHeader.component.tsx
@@ -200,6 +200,14 @@ const GlossaryHeader = ({
     }
     setListVisible(false);
   };
+  const onRemoveOwner = () => {
+    const updatedData = {
+      ...selectedData,
+      owner: undefined,
+    };
+    onUpdate(updatedData);
+    setListVisible(false);
+  };
 
   const handleReviewerSave = (data: Array<EntityReference>) => {
     if (!isEqual(data, selectedData.reviewers)) {
@@ -335,6 +343,7 @@ const GlossaryHeader = ({
                   horzPosRight={false}
                   isLoading={isUserLoading}
                   listGroups={['Teams', 'Users']}
+                  removeOwner={onRemoveOwner}
                   showSearchBar={isCurrentUserAdmin()}
                   value={selectedData.owner?.id || ''}
                   onSearchTextChange={handleOwnerSearch}
diff --git a/openmetadata-ui/src/main/resources/ui/src/components/Glossary/GlossaryV1.component.tsx b/openmetadata-ui/src/main/resources/ui/src/components/Glossary/GlossaryV1.component.tsx
index 7ea89c1d1a7..1f3035c37fc 100644
--- a/openmetadata-ui/src/main/resources/ui/src/components/Glossary/GlossaryV1.component.tsx
+++ b/openmetadata-ui/src/main/resources/ui/src/components/Glossary/GlossaryV1.component.tsx
@@ -12,7 +12,7 @@
  */
 
 import { FontAwesomeIcon } from '@fortawesome/react-fontawesome';
-import { Col, Dropdown, Row, Space, Tooltip, Typography } from 'antd';
+import { Col, Dropdown, Row, Tooltip, Typography } from 'antd';
 import { AxiosError } from 'axios';
 import { isEmpty } from 'lodash';
 import React, { useEffect, useMemo, useState } from 'react';
@@ -253,16 +253,17 @@ const GlossaryV1 = ({
       : []),
     {
       label: (
-        <Space
+        <Row
           className="tw-cursor-pointer manage-button"
-          size={8}
           onClick={(e) => {
             e.stopPropagation();
             setIsDelete(true);
             setShowActions(false);
           }}>
-          <SVGIcons alt="Delete" icon={Icons.DELETE} />
-          <div className="tw-text-left" data-testid="delete-button">
+          <Col span={3}>
+            <SVGIcons alt="Delete" icon={Icons.DELETE} />
+          </Col>
+          <Col className="tw-text-left" data-testid="delete-button" span={21}>
             <p className="tw-font-medium" data-testid="delete-button-title">
               Delete
             </p>
@@ -270,8 +271,8 @@ const GlossaryV1 = ({
               Deleting this {isGlossaryActive ? 'Glossary' : 'GlossaryTerm'}{' '}
               will permanently remove its metadata from OpenMetadata.
             </p>
-          </div>
-        </Space>
+          </Col>
+        </Row>
       ),
       key: 'delete-button',
     },
diff --git a/openmetadata-ui/src/main/resources/ui/src/components/Glossary/ImportResult/ImportResult.test.tsx b/openmetadata-ui/src/main/resources/ui/src/components/Glossary/ImportResult/ImportResult.test.tsx
index 2fbf13950e0..2b05a530178 100644
--- a/openmetadata-ui/src/main/resources/ui/src/components/Glossary/ImportResult/ImportResult.test.tsx
+++ b/openmetadata-ui/src/main/resources/ui/src/components/Glossary/ImportResult/ImportResult.test.tsx
@@ -28,13 +28,9 @@ const mockCsvImportResult = {
   numberOfRowsFailed: 0,
   importResultsCsv: `status,details,parent,name*,displayName,description*,synonyms,relatedTerms,references,tags\r
   success,Entity updated,,Glossary2 Term,Glossary2 Term displayName,Description for Glossary2 Term,,,,\r
-  success,Entity updated,,Glossary2 term2,Glossary2 term2,Description data.,,,,\r`,
+  success,Entity updated,,Glossary2 term2,Glossary2 term2 displayname,"Description, data.","ter1,term2",,,\r`,
 };
 
-jest.mock('components/common/rich-text-editor/RichTextEditorPreviewer', () =>
-  jest.fn().mockReturnValue(<div>RichTextViewer</div>)
-);
-
 describe('Import Results', () => {
   it('Should render the results', async () => {
     render(
@@ -70,7 +66,10 @@ describe('Import Results', () => {
       firstRow,
       'Glossary2 Term displayName'
     );
-    const rowDescription = await findByText(firstRow, 'RichTextViewer');
+    const rowDescription = await findByText(
+      firstRow,
+      'Description for Glossary2 Term'
+    );
 
     expect(rowStatus).toBeInTheDocument();
     expect(rowDetails).toBeInTheDocument();
@@ -78,4 +77,30 @@ describe('Import Results', () => {
     expect(rowDisplayName).toBeInTheDocument();
     expect(rowDescription).toBeInTheDocument();
   });
+
+  it('Should render the parsed result properly with special character', async () => {
+    const { container } = render(
+      <ImportResult csvImportResult={mockCsvImportResult as CSVImportResult} />
+    );
+
+    const tableRows = getAllByRole(container, 'row');
+
+    expect(tableRows).toHaveLength(3);
+
+    const secondRow = tableRows[2];
+
+    const rowStatus = await findByText(secondRow, 'success');
+    const rowDetails = await findByText(secondRow, 'Entity updated');
+    const rowName = await findByText(secondRow, 'Glossary2 term2 displayname');
+    const rowDisplayName = await findByText(secondRow, 'Glossary2 term2');
+    const rowDescription = await findByText(secondRow, 'Description, data.');
+    const synonym = await findByText(secondRow, 'ter1,term2');
+
+    expect(rowStatus).toBeInTheDocument();
+    expect(rowDetails).toBeInTheDocument();
+    expect(rowName).toBeInTheDocument();
+    expect(rowDisplayName).toBeInTheDocument();
+    expect(rowDescription).toBeInTheDocument();
+    expect(synonym).toBeInTheDocument();
+  });
 });
diff --git a/openmetadata-ui/src/main/resources/ui/src/components/Glossary/ImportResult/ImportResult.tsx b/openmetadata-ui/src/main/resources/ui/src/components/Glossary/ImportResult/ImportResult.tsx
index 0eaca3c5698..3cffdb36498 100644
--- a/openmetadata-ui/src/main/resources/ui/src/components/Glossary/ImportResult/ImportResult.tsx
+++ b/openmetadata-ui/src/main/resources/ui/src/components/Glossary/ImportResult/ImportResult.tsx
@@ -13,11 +13,11 @@
 import { Col, Row, Space, Typography } from 'antd';
 import Table, { ColumnsType } from 'antd/lib/table';
 import classNames from 'classnames';
-import RichTextEditorPreviewer from 'components/common/rich-text-editor/RichTextEditorPreviewer';
-
 import { CSVImportResult, Status } from 'generated/type/csvImportResult';
-import React, { FC, useMemo } from 'react';
+import { isEmpty } from 'lodash';
+import React, { FC, useEffect, useMemo, useState } from 'react';
 import { useTranslation } from 'react-i18next';
+import { usePapaParse } from 'react-papaparse';
 import { parseCSV } from 'utils/GlossaryUtils';
 import { GlossaryCSVRecord } from '../ImportGlossary/ImportGlossary.interface';
 
@@ -26,17 +26,9 @@ interface Props {
 }
 
 const ImportResult: FC<Props> = ({ csvImportResult }) => {
+  const { readString } = usePapaParse();
   const { t } = useTranslation();
-
-  const parsedRecords: GlossaryCSVRecord[] = useMemo(() => {
-    const importResult = csvImportResult?.importResultsCsv;
-
-    if (importResult) {
-      return parseCSV(importResult);
-    } else {
-      return [];
-    }
-  }, [csvImportResult]);
+  const [parsedRecords, setParsedRecords] = useState<GlossaryCSVRecord[]>([]);
 
   const columns: ColumnsType<GlossaryCSVRecord> = useMemo(
     () => [
@@ -63,7 +55,11 @@ const ImportResult: FC<Props> = ({ csvImportResult }) => {
         dataIndex: 'details',
         key: 'details',
         render: (details: GlossaryCSVRecord['details']) => {
-          return <Typography.Text>{details ?? '--'}</Typography.Text>;
+          return (
+            <Typography.Text>
+              {isEmpty(details) ? '--' : details}
+            </Typography.Text>
+          );
         },
       },
       {
@@ -71,7 +67,13 @@ const ImportResult: FC<Props> = ({ csvImportResult }) => {
         dataIndex: 'parent',
         key: 'parent',
         render: (parent: GlossaryCSVRecord['parent']) => {
-          return <Typography.Text>{parent ?? '--'}</Typography.Text>;
+          return (
+            <Typography.Text
+              ellipsis={{ tooltip: parent }}
+              style={{ maxWidth: 100 }}>
+              {isEmpty(parent) ? '--' : parent}
+            </Typography.Text>
+          );
         },
       },
       {
@@ -87,15 +89,29 @@ const ImportResult: FC<Props> = ({ csvImportResult }) => {
         dataIndex: 'displayName',
         key: 'displayName',
         render: (displayName: GlossaryCSVRecord['displayName']) => {
-          return <Typography.Text>{displayName ?? '--'}</Typography.Text>;
+          return (
+            <Typography.Text>
+              {isEmpty(displayName) ? '--' : displayName}
+            </Typography.Text>
+          );
         },
       },
       {
         title: t('label.description'),
         dataIndex: 'description*',
         key: 'description',
+        width: 300,
         render: (description: GlossaryCSVRecord['description*']) => {
-          return <RichTextEditorPreviewer markdown={description ?? '--'} />;
+          return (
+            <Typography.Paragraph
+              ellipsis={{
+                rows: 2,
+              }}
+              style={{ width: 300 }}
+              title={description}>
+              {description}
+            </Typography.Paragraph>
+          );
         },
       },
       {
@@ -103,7 +119,27 @@ const ImportResult: FC<Props> = ({ csvImportResult }) => {
         dataIndex: 'synonyms',
         key: 'synonyms',
         render: (synonyms: GlossaryCSVRecord['synonyms']) => {
-          return <Typography.Text>{synonyms ?? '--'}</Typography.Text>;
+          return (
+            <Typography.Text
+              ellipsis={{ tooltip: synonyms }}
+              style={{ maxWidth: 100 }}>
+              {isEmpty(synonyms) ? '--' : synonyms}
+            </Typography.Text>
+          );
+        },
+      },
+      {
+        title: t('label.related-term-plural'),
+        dataIndex: 'relatedTerms',
+        key: 'relatedTerms',
+        render: (relatedTerms: GlossaryCSVRecord['relatedTerms']) => {
+          return (
+            <Typography.Text
+              ellipsis={{ tooltip: relatedTerms }}
+              style={{ maxWidth: 100 }}>
+              {isEmpty(relatedTerms) ? '--' : relatedTerms}
+            </Typography.Text>
+          );
         },
       },
       {
@@ -111,13 +147,35 @@ const ImportResult: FC<Props> = ({ csvImportResult }) => {
         dataIndex: 'tags',
         key: 'tags',
         render: (tags: GlossaryCSVRecord['tags']) => {
-          return <Typography.Text>{tags ?? '--'}</Typography.Text>;
+          return (
+            <Typography.Text
+              ellipsis={{ tooltip: tags }}
+              style={{ maxWidth: 100 }}>
+              {isEmpty(tags) ? '--' : tags}
+            </Typography.Text>
+          );
         },
       },
     ],
     []
   );
 
+  const parseCsvFile = () => {
+    if (csvImportResult.importResultsCsv) {
+      readString(csvImportResult.importResultsCsv, {
+        worker: true,
+        complete: (results) => {
+          // results.data is returning data with unknown type
+          setParsedRecords(parseCSV(results.data as string[][]));
+        },
+      });
+    }
+  };
+
+  useEffect(() => {
+    parseCsvFile();
+  }, [csvImportResult.importResultsCsv]);
+
   return (
     <Row data-testid="import-results" gutter={[16, 16]}>
       <Col span={24}>
diff --git a/openmetadata-ui/src/main/resources/ui/src/utils/GlossaryUtils.ts b/openmetadata-ui/src/main/resources/ui/src/utils/GlossaryUtils.ts
index 5e1fe2eff14..0c1a1ec7082 100644
--- a/openmetadata-ui/src/main/resources/ui/src/utils/GlossaryUtils.ts
+++ b/openmetadata-ui/src/main/resources/ui/src/utils/GlossaryUtils.ts
@@ -74,20 +74,17 @@ export const getEntityReferenceFromGlossary = (
   };
 };
 
-export const parseCSV = (csvData: string) => {
+export const parseCSV = (csvData: string[][]) => {
   const recordList: GlossaryCSVRecord[] = [];
 
-  const lines = csvData.trim().split('\n').filter(Boolean);
+  if (!isEmpty(csvData)) {
+    const headers = csvData[0];
 
-  if (!isEmpty(lines)) {
-    const headers = lines[0].split(',').map((header) => header.trim());
-
-    lines.slice(1).forEach((line) => {
+    csvData.slice(1).forEach((line) => {
       const record: GlossaryCSVRecord = {} as GlossaryCSVRecord;
-      const lineData = line.split(',');
 
       headers.forEach((header, index) => {
-        record[header as keyof GlossaryCSVRecord] = lineData[index];
+        record[header as keyof GlossaryCSVRecord] = line[index];
       });
 
       recordList.push(record);
diff --git a/openmetadata-ui/src/main/resources/ui/yarn.lock b/openmetadata-ui/src/main/resources/ui/yarn.lock
index e334d317316..c53dd1e09e9 100644
--- a/openmetadata-ui/src/main/resources/ui/yarn.lock
+++ b/openmetadata-ui/src/main/resources/ui/yarn.lock
@@ -3688,6 +3688,13 @@
   resolved "https://registry.yarnpkg.com/@types/pako/-/pako-2.0.0.tgz#12ab4c19107528452e73ac99132c875ccd43bdfb"
   integrity sha512-10+iaz93qR5WYxTo+PMifD5TSxiOtdRaxBf7INGGXMQgTCu8Z/7GYWYFUOS3q/G0nE5boj1r4FEB+WSy7s5gbA==
 
+"@types/papaparse@^5.3.1":
+  version "5.3.7"
+  resolved "https://registry.yarnpkg.com/@types/papaparse/-/papaparse-5.3.7.tgz#8d3bf9e62ac2897df596f49d9ca59a15451aa247"
+  integrity sha512-f2HKmlnPdCvS0WI33WtCs5GD7X1cxzzS/aduaxSu3I7TbhWlENjSPs6z5TaB9K0J+BH1jbmqTaM+ja5puis4wg==
+  dependencies:
+    "@types/node" "*"
+
 "@types/parse-json@^4.0.0":
   version "4.0.0"
   resolved "https://registry.yarnpkg.com/@types/parse-json/-/parse-json-4.0.0.tgz#2f8bb441434d163b35fb8ffdccd7138927ffb8c0"
@@ -10850,6 +10857,11 @@ packet-reader@1.0.0:
   resolved "https://registry.yarnpkg.com/packet-reader/-/packet-reader-1.0.0.tgz#9238e5480dedabacfe1fe3f2771063f164157d74"
   integrity sha512-HAKu/fG3HpHFO0AA8WE8q2g+gBJaZ9MG7fcKk+IJPLTGAD6Psw4443l+9DGRbOIh3/aXr7Phy0TjilYivJo5XQ==
 
+papaparse@^5.3.1:
+  version "5.3.2"
+  resolved "https://registry.yarnpkg.com/papaparse/-/papaparse-5.3.2.tgz#d1abed498a0ee299f103130a6109720404fbd467"
+  integrity sha512-6dNZu0Ki+gyV0eBsFKJhYr+MdQYAzFUGlBMNj3GNrmHxmz1lfRa24CjFObPXtjcetlOv5Ad299MhIK0znp3afw==
+
 param-case@^3.0.4:
   version "3.0.4"
   resolved "https://registry.yarnpkg.com/param-case/-/param-case-3.0.4.tgz#7d17fe4aa12bde34d4a77d91acfb6219caad01c5"
@@ -12167,6 +12179,14 @@ react-oidc@^1.0.3:
     oidc-client "^1.5.2"
     typescript "^2.9.2"
 
+react-papaparse@^4.1.0:
+  version "4.1.0"
+  resolved "https://registry.yarnpkg.com/react-papaparse/-/react-papaparse-4.1.0.tgz#09e1cdae55a0f3e36650aaf7ff9bb5ee2aed164a"
+  integrity sha512-sGJqK+OE2rVVQPxQUCCDW2prLIglv9kTdizhNe2awXvKo0gLShmhpRN3BwA+ujw5M2gSJ/KGNEwtgII0OsLgkg==
+  dependencies:
+    "@types/papaparse" "^5.3.1"
+    papaparse "^5.3.1"
+
 react-property@1.0.1:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/react-property/-/react-property-1.0.1.tgz#4ae4211557d0a0ae050a71aa8ad288c074bea4e6"