diff --git a/api/src/nlp/controllers/nlp-sample.controller.spec.ts b/api/src/nlp/controllers/nlp-sample.controller.spec.ts
index 8a401a70..ba3f7b71 100644
--- a/api/src/nlp/controllers/nlp-sample.controller.spec.ts
+++ b/api/src/nlp/controllers/nlp-sample.controller.spec.ts
@@ -429,45 +429,4 @@ describe('NlpSampleController', () => {
       expect(result).toEqual({ success: true });
     });
   });
-  describe('deleteMany', () => {
-    it('should delete multiple nlp samples', async () => {
-      const samplesToDelete = [
-        (
-          await nlpSampleService.findOne({
-            text: 'How much does a BMW cost?',
-          })
-        ).id,
-        (
-          await nlpSampleService.findOne({
-            text: 'text1',
-          })
-        ).id,
-      ];
-
-      const result = await nlpSampleController.deleteMany(samplesToDelete);
-
-      expect(result.deletedCount).toEqual(samplesToDelete.length);
-      const remainingSamples = await nlpSampleService.find({
-        _id: { $in: samplesToDelete },
-      });
-      expect(remainingSamples.length).toBe(0);
-    });
-
-    it('should throw BadRequestException when no IDs are provided', async () => {
-      await expect(nlpSampleController.deleteMany([])).rejects.toThrow(
-        BadRequestException,
-      );
-    });
-
-    it('should throw NotFoundException when provided IDs do not exist', async () => {
-      const nonExistentIds = [
-        '614c1b2f58f4f04c876d6b8d',
-        '614c1b2f58f4f04c876d6b8e',
-      ];
-
-      await expect(
-        nlpSampleController.deleteMany(nonExistentIds),
-      ).rejects.toThrow(NotFoundException);
-    });
-  });
 });
diff --git a/api/src/nlp/controllers/nlp-sample.controller.ts b/api/src/nlp/controllers/nlp-sample.controller.ts
index 940912cb..fa1c4171 100644
--- a/api/src/nlp/controllers/nlp-sample.controller.ts
+++ b/api/src/nlp/controllers/nlp-sample.controller.ts
@@ -37,7 +37,6 @@ import { LanguageService } from '@/i18n/services/language.service';
 import { CsrfInterceptor } from '@/interceptors/csrf.interceptor';
 import { LoggerService } from '@/logger/logger.service';
 import { BaseController } from '@/utils/generics/base-controller';
-import { DeleteResult } from '@/utils/generics/base-repository';
 import { PageQueryDto } from '@/utils/pagination/pagination-query.dto';
 import { PageQueryPipe } from '@/utils/pagination/pagination-query.pipe';
 import { PopulatePipe } from '@/utils/pipes/populate.pipe';
@@ -322,33 +321,6 @@ export class NlpSampleController extends BaseController<
     return result;
   }
 
-  /**
-   * Deletes multiple NLP samples by their IDs.
-   * @param ids - IDs of NLP samples to be deleted.
-   * @returns A Promise that resolves to the deletion result.
-   */
-  @CsrfCheck(true)
-  @Delete('')
-  @HttpCode(204)
-  async deleteMany(@Body('ids') ids: string[]): Promise<DeleteResult> {
-    if (!ids || ids.length === 0) {
-      throw new BadRequestException('No IDs provided for deletion.');
-    }
-    const deleteResult = await this.nlpSampleService.deleteMany({
-      _id: { $in: ids },
-    });
-
-    if (deleteResult.deletedCount === 0) {
-      this.logger.warn(
-        `Unable to delete NLP samples with provided IDs: ${ids}`,
-      );
-      throw new NotFoundException('NLP samples with provided IDs not found');
-    }
-
-    this.logger.log(`Successfully deleted NLP samples with IDs: ${ids}`);
-    return deleteResult;
-  }
-
   /**
    * Imports NLP samples from a CSV file.
    *
diff --git a/frontend/src/components/nlp/components/NlpSample.tsx b/frontend/src/components/nlp/components/NlpSample.tsx
index 160c6832..4afe4722 100644
--- a/frontend/src/components/nlp/components/NlpSample.tsx
+++ b/frontend/src/components/nlp/components/NlpSample.tsx
@@ -20,7 +20,7 @@ import {
   MenuItem,
   Stack,
 } from "@mui/material";
-import { GridColDef, GridRowSelectionModel } from "@mui/x-data-grid";
+import { GridColDef } from "@mui/x-data-grid";
 import { useState } from "react";
 
 import { DeleteDialog } from "@/app-components/dialogs";
@@ -35,7 +35,6 @@ import {
 import { renderHeader } from "@/app-components/tables/columns/renderHeader";
 import { DataGrid } from "@/app-components/tables/DataGrid";
 import { useDelete } from "@/hooks/crud/useDelete";
-import { useDeleteMany } from "@/hooks/crud/useDeleteMany";
 import { useFind } from "@/hooks/crud/useFind";
 import { useGetFromCache } from "@/hooks/crud/useGet";
 import { useConfig } from "@/hooks/useConfig";
@@ -92,20 +91,6 @@ export default function NlpSample() {
       toast.success(t("message.item_delete_success"));
     },
   });
-  const { mutateAsync: deleteNlpSamples } = useDeleteMany(
-    EntityType.NLP_SAMPLE,
-    {
-      onError: (error) => {
-        toast.error(error);
-      },
-      onSuccess: () => {
-        deleteDialogCtl.closeDialog();
-        setSelectedNlpSamples([]);
-        toast.success(t("message.item_delete_success"));
-      },
-    },
-  );
-  const [selectedNlpSamples, setSelectedNlpSamples] = useState<string[]>([]);
   const { dataGridProps } = useFind(
     { entity: EntityType.NLP_SAMPLE, format: Format.FULL },
     {
@@ -257,9 +242,6 @@ export default function NlpSample() {
     },
     actionColumns,
   ];
-  const handleSelectionChange = (selection: GridRowSelectionModel) => {
-    setSelectedNlpSamples(selection as string[]);
-  };
 
   return (
     <Grid item xs={12}>
@@ -267,13 +249,7 @@ export default function NlpSample() {
       <DeleteDialog
         {...deleteDialogCtl}
         callback={() => {
-          if (selectedNlpSamples.length > 0) {
-            deleteNlpSamples(selectedNlpSamples);
-            setSelectedNlpSamples([]);
-            deleteDialogCtl.closeDialog();
-          } else if (deleteDialogCtl.data) {
-            deleteNlpSample(deleteDialogCtl.data);
-          }
+          if (deleteDialogCtl.data) deleteNlpSample(deleteDialogCtl.data);
         }}
       />
       <NlpImportDialog {...getDisplayDialogs(importDialogCtl)} />
@@ -370,29 +346,12 @@ export default function NlpSample() {
                 {t("button.export")}
               </Button>
             ) : null}
-            {selectedNlpSamples.length > 0 && (
-              <Grid item>
-                <Button
-                  startIcon={<DeleteIcon />}
-                  variant="contained"
-                  color="error"
-                  onClick={() => deleteDialogCtl.openDialog(undefined)}
-                >
-                  {t("button.delete")}
-                </Button>
-              </Grid>
-            )}
           </ButtonGroup>
         </Grid>
       </Grid>
 
       <Grid mt={3}>
-        <DataGrid
-          columns={columns}
-          {...dataGridProps}
-          checkboxSelection
-          onRowSelectionModelChange={handleSelectionChange}
-        />
+        <DataGrid columns={columns} {...dataGridProps} />
       </Grid>
     </Grid>
   );