diff --git a/docs/articles_en/learn-openvino/llm_inference_guide/ov-tokenizers.rst b/docs/articles_en/learn-openvino/llm_inference_guide/ov-tokenizers.rst
index 2064aa843a93d8..1dbd85e3ee59a5 100644
--- a/docs/articles_en/learn-openvino/llm_inference_guide/ov-tokenizers.rst
+++ b/docs/articles_en/learn-openvino/llm_inference_guide/ov-tokenizers.rst
@@ -336,7 +336,7 @@ Additional Resources
 
 * `OpenVINO Tokenizers repo <https://github.com/openvinotoolkit/openvino_tokenizers>`__
 * `OpenVINO Tokenizers Notebook <https://github.com/openvinotoolkit/openvino_notebooks/tree/latest/notebooks/openvino-tokenizers>`__
-* `Text generation C++ samples that support most popular models like LLaMA 3 <https://github.com/openvinotoolkit/openvino.genai/tree/master/samples/cpp/greedy_causal_lm>`__
+* `Text generation C++ samples that support most popular models like LLaMA 3 <https://github.com/openvinotoolkit/openvino.genai/tree/master/samples/cpp/text_generation>`__
 * `OpenVINO GenAI Repo <https://github.com/openvinotoolkit/openvino.genai>`__
 
 
diff --git a/docs/articles_en/openvino-workflow/running-inference/string-tensors.rst b/docs/articles_en/openvino-workflow/running-inference/string-tensors.rst
index 3032add547f8a8..2a155e03dcf888 100644
--- a/docs/articles_en/openvino-workflow/running-inference/string-tensors.rst
+++ b/docs/articles_en/openvino-workflow/running-inference/string-tensors.rst
@@ -12,7 +12,7 @@ Such a tensor is called a string tensor and can be passed as input or retrieved
 
 While this section describes basic API to handle string tensors, more practical examples that leverage both
 string tensors and OpenVINO tokenizer can be found in
-`GenAI Samples <https://github.com/openvinotoolkit/openvino.genai/tree/master/samples/cpp/greedy_causal_lm>`__.
+`GenAI Samples <https://github.com/openvinotoolkit/openvino.genai/tree/master/samples/cpp/text_generation>`__.
 
 
 Representation
@@ -203,4 +203,4 @@ Additional Resources
 
 * Use `OpenVINO tokenizers <https://github.com/openvinotoolkit/openvino_contrib/tree/releases/2024/0/modules/custom_operations/user_ie_extensions/tokenizer/python>`__ to produce models that use string tensors to work with textual information as pre- and post-processing for the large language models.
 
-* Check out `GenAI Samples <https://github.com/openvinotoolkit/openvino.genai/tree/master/samples/cpp/greedy_causal_lm>`__ to see how string tensors are used in real-life applications.
+* Check out `GenAI Samples <https://github.com/openvinotoolkit/openvino.genai/tree/master/samples/cpp/text_generation>`__ to see how string tensors are used in real-life applications.
diff --git a/docs/notebooks/openvino-tokenizers-with-output.rst b/docs/notebooks/openvino-tokenizers-with-output.rst
index 354a51c4180fa6..3177f4617fbcee 100644
--- a/docs/notebooks/openvino-tokenizers-with-output.rst
+++ b/docs/notebooks/openvino-tokenizers-with-output.rst
@@ -548,6 +548,6 @@ Links
    Types <https://github.com/openvinotoolkit/openvino_tokenizers?tab=readme-ov-file#supported-tokenizer-types>`__
 -  `OpenVINO.GenAI repository with the C++ example of OpenVINO
    Tokenizers
-   usage <https://github.com/openvinotoolkit/openvino.genai/tree/master/samples/cpp/greedy_causal_lm>`__
+   usage <https://github.com/openvinotoolkit/openvino.genai/tree/master/samples/cpp/text_generation>`__
 -  `HuggingFace Tokenizers Comparison
    Table <https://github.com/openvinotoolkit/openvino_tokenizers?tab=readme-ov-file#output-match-by-model>`__