Minor

README.md

@@ -57,11 +57,8 @@ Sem-F1 takes 2 mandatory arguments:
 Sem-F1 also accepts multiple optional arguments:
 
 
-- `model_type (str)`: Model to use for encoding sentences. Options: ['pv1' ([paraphrase-distilroberta-base-v1](https://huggingface.co/sentence-transformers/paraphrase-distilroberta-base-v1)), 'stsb' ([stsb-roberta-large](https://huggingface.co/sentence-transformers/stsb-roberta-large)), 'use' ([Universal Sentence Encoder](https://huggingface.co/sentence-transformers/use-cmlm-multilingual)) (Default)]
-
-  Furthermore, you can use any model on Huggingface/SentenceTransformer that is supported by SentenceTransformer 
-  such as `all-mpnet-base-v2` or `roberta-base`
-
+- `model_type (str)`: Model to use for encoding sentences. Options: ['pv1' ([paraphrase-distilroberta-base-v1](https://huggingface.co/sentence-transformers/paraphrase-distilroberta-base-v1)), 'stsb' ([stsb-roberta-large](https://huggingface.co/sentence-transformers/stsb-roberta-large)), 'use' ([Universal Sentence Encoder](https://huggingface.co/sentence-transformers/use-cmlm-multilingual)) (Default)]. Furthermore, you can use any model on Huggingface/SentenceTransformer that is supported by SentenceTransformer 
+  such as `all-mpnet-base-v2` or `roberta-base`.
 - `tokenize_sentences (bool)`: Flag to indicate whether to tokenize the sentences in the input documents. Default: True.
 - `multi_references (bool)`: Flag to indicate whether multiple references are provided. Default: False.
 - `gpu (Union[bool, str, int, List[Union[str, int]]])`: Whether to use GPU, CPU or multiple-processes for computation.