Update README.md

README.md

@@ -56,8 +56,8 @@ At the time of release (February 2024), **MedGENIE-fid-flan-t5-base-medqa** is a
 | Codex <small>([Liévin et al.](https://arxiv.org/abs/2207.08143))</small>                  | R (Wikipedia)      | 0-shot                    | 175B            | 52.5                          |
 | GPT-3.5-Turbo <small>([Yang et al.](https://arxiv.org/abs/2309.02233))</small>           | R (Wikipedia)      | k-shot                    | --              | 52.3                          |
 | MEDITRON <small>([Chen et al.](https://arxiv.org/abs/2311.16079))</small>                | &empty;            | Fine-tuned                | 7B              | 52.0                          |
-| BioMistral DARE <small> ([Labrak et al](https://arxiv.org/abs/2402.10373)) </small>                     | &empty;            | Fine-tuned                    | 7B            | 51.1                          |
-| BioMistral  <small> ([Labrak et al](https://arxiv.org/abs/2402.10373)) </small>                      | &empty;            | Fine-tuned                    | 7B            | 50.6                         |
+| BioMistral DARE <small> ([Labrak et al.](https://arxiv.org/abs/2402.10373)) </small>                     | &empty;            | Fine-tuned                    | 7B            | 51.1                          |
+| BioMistral  <small> ([Labrak et al.](https://arxiv.org/abs/2402.10373)) </small>                      | &empty;            | Fine-tuned                    | 7B            | 50.6                         |
 | Zephyr-&beta;                   | R (MedWiki)        | 2-shot                    | 7B              | 50.4                          |
 | BioMedGPT <small>([Luo et al.](https://arxiv.org/abs/2308.09442v2))</small>              | &empty;            | k-shot                    | 10B             | 50.4                          |
 | BioMedLM <small>([Singhal et al.](https://arxiv.org/abs/2212.13138))</small>               | &empty;            | Fine-tuned                | 2.7B            | 50.3                          |
@@ -68,14 +68,14 @@ At the time of release (February 2024), **MedGENIE-fid-flan-t5-base-medqa** is a
 | PMC-LLaMA <small>([Chen et al.](https://arxiv.org/abs/2311.16079))</small>              | &empty;            | Fine-tuned                | 7B              | 49.2                          |
 | DRAGON <small>([Yasunaga et al.](https://arxiv.org/abs/2210.09338))</small>                  | R (UMLS)           | Fine-tuned                | 360M            | 47.5                          |
 | InstructGPT <small>([Liévin et al.](https://arxiv.org/abs/2207.08143))</small>             | R (Wikipedia)      | 0-shot                    | 175B            | 47.3                          |
-| BioMistral DARE <small> ([Labrak et al](https://arxiv.org/abs/2402.10373)) </small>                      | &empty;            | 3-shot                    | 7B            | 47.0                          |
+| BioMistral DARE <small> ([Labrak et al.](https://arxiv.org/abs/2402.10373)) </small>                      | &empty;            | 3-shot                    | 7B            | 47.0                          |
 | Flan-PaLM <small>([Singhal et al.](https://arxiv.org/abs/2212.13138))</small>             | &empty;            | 5-shot                    | 62B             | 46.1                          |
 | InstructGPT <small>([Liévin et al.](https://arxiv.org/abs/2207.08143))</small>             | &empty;            | 0-shot                    | 175B            | 46.0                          |
 | VOD <small>([Liévin et al. 2023](https://arxiv.org/abs/2210.06345))</small>                    | R (MedWiki)        | Fine-tuned                | 220M            | 45.8                          |
 | Vicuna 1.3 <small>([Liévin et al.](https://arxiv.org/abs/2207.08143))</small>              | &empty;            | 0-shot                    | 33B             | 45.2                          |
 | BioLinkBERT <small>([Singhal et al.](https://arxiv.org/abs/2212.13138))</small>             | &empty;            | Fine-tuned                | 340M            | 45.1                          |
 | Mistral-Instruct                 | R (MedWiki)        | 2-shot                    | 7B              | 45.1                          |
-| BioMistral <small> ([Labrak et al](https://arxiv.org/abs/2402.10373)) </small>                   | &empty;            | 3-shot                    | 7B            | 44.4                          |
+| BioMistral <small> ([Labrak et al.](https://arxiv.org/abs/2402.10373)) </small>                   | &empty;            | 3-shot                    | 7B            | 44.4                          |
 | Galactica                        | &empty;            | 0-shot                    | 120B            | 44.4                          |
 | LLaMA-2 <small>([Liévin et al.](https://arxiv.org/abs/2207.08143))</small>                 | &empty;            | 0-shot                    | 70B             | 43.4                          |
 | BioReader <small>([Frisoni et al.](https://aclanthology.org/2022.emnlp-main.390/))</small>               | R (PubMed-RCT)     | Fine-tuned                | 230M            | 43.0                          |