doc: style edits

Author: vpirogov

RELEASE_NOTES.md

@@ -46,7 +46,7 @@
 
 ## Intel Graphics Products
 * Introduced select algorithm support in [binary primitive].
-* Introduced support for `f4_e2m1` and `f4_e3m0` data types in convolution.
+* Introduced support for `f4_e2m1` and `f4_e3m0` data types in convolution primitive.
 * Introduced support for the [GenIndex] operation in Graph API.
 
 [binary primitive]: https://uxlfoundation.github.io/oneDNN/v3.8/dev_guide_binary.html
@@ -64,7 +64,7 @@
 
 # Usability
 
-* Added support for Group Normalization primitive with [`ONEDNN_ENABLE_PRIMITIVE`] build option.
+* Added support for group normalization primitive with [`ONEDNN_ENABLE_PRIMITIVE`] build option.
 * Enabled support for ROCm 6 on AMD GPUs.
 * Improved CMake integration for oneDNN installation with Nvidia backend enabled.
 * Reduced memory footprint for matmul primitive when using ACL.
@@ -74,22 +74,21 @@
 # Validation
 * Added benchdnn option [`--execution-mode`] to test oneDNN functionality with SYCL Graph record/execute mode.
 * Extended benchdnn option [`--cold-cache`] with support for cold TLB mode.
-* Added benchdnn option `--bia-dt` to control bias data type for matmul, inner product, convolution, and deconvolution.
+* Added benchdnn option `--bia-dt` to control bias data type for matmul, inner product, convolution, and deconvolution primitives.
 * Extended syntax of benchdnn `--dt` option in [Graph API driver] to manage data types of individual tensors in a pattern.
 
 [`--execution-mode`]: https://github.com/uxlfoundation/oneDNN/blob/rls-v3.8/tests/benchdnn/doc/knobs_common.md#--execution-mode
 [`--cold-cache`]: https://github.com/uxlfoundation/oneDNN/blob/rls-v3.8/tests/benchdnn/doc/knob_cold_cache.md
 [Graph API driver]: https://github.com/uxlfoundation/oneDNN/blob/rls-v3.8/tests/benchdnn/doc/driver_graph.md
 
 # Deprecated Functionality
-* [BLAS-like API] including `dnnl::sgemm`, `dnnl::gemm_u8s8s32`, and `dnnl::gemm_s8s8s32` functions
-is deprecated and will be removed in future releases. If you are using this API consider switching to [matmul primitive].
+* [BLAS-like API] including `dnnl::sgemm`, `dnnl::gemm_u8s8s32`, and `dnnl::gemm_s8s8s32` functions is deprecated and will be removed in future releases. If you are using this API consider switching to [matmul primitive].
 
 [BLAS-like API]: https://uxlfoundation.github.io/oneDNN/v3.8/group_dnnl_api_blas.html
 [matmul primitive]: https://uxlfoundation.github.io/oneDNN/v3.8/dev_guide_matmul.html
 
 # Breaking Changes
-* Removed the experimental [Graph Compiler] backend for Graph API.
+* Removed the experimental [Graph Compiler] backend for Graph API. 
 
 [Graph Compiler]: https://uxlfoundation.github.io/oneDNN/v3.7/dev_guide_graph_compiler.html