Update README.md (#1691)

fix: readme typos

Author: matankila

README.md

@@ -35,7 +35,7 @@ In particular, the tool provides the key features, typical examples, and open co
 pip install neural-compressor
 ```
 > **Note**: 
-> More installation methods can be found at [Installation Guide](https://github.com/intel/neural-compressor/blob/master/docs/source/installation_guide.md). Please check out our [FAQ](https://github.com/intel/neural-compressor/blob/master/docs/source/faq.md) for more details.
+> Further installation methods can be found under [Installation Guide](https://github.com/intel/neural-compressor/blob/master/docs/source/installation_guide.md). check out our [FAQ](https://github.com/intel/neural-compressor/blob/master/docs/source/faq.md) for more details.
 
 ## Getting Started
 
@@ -192,7 +192,7 @@ quantized_model = fit(model=float_model, conf=static_quant_conf, calib_dataloade
 </table>
 
 > **Note**: 
-> More documentations can be found at [User Guide](https://github.com/intel/neural-compressor/blob/master/docs/source/user_guide.md).
+> Further documentations can be found at [User Guide](https://github.com/intel/neural-compressor/blob/master/docs/source/user_guide.md).
 
 ## Selected Publications/Events
 * Blog by Intel: [Effective Weight-Only Quantization for Large Language Models with Intel® Neural Compressor](https://community.intel.com/t5/Blogs/Tech-Innovation/Artificial-Intelligence-AI/Effective-Weight-Only-Quantization-for-Large-Language-Models/post/1529552) (Oct 2023)