Update README.md

NER results for QUAERO updated

README.md

@@ -134,18 +134,18 @@ The model is evaluated on two (CAS and QUAERO) publically available Frech biomed
     <td>0.96</td>
     <td>0.91</td>
     <td>0.93</td>
-    <td>0.95</td>
-    <td>0.91</td>
-    <td>0.93</td>
+    <td>0.83</td>
+    <td>0.83</td>
+    <td>0.82</td>
   </tr>
   <tr>
-    <td>Symptom</td> <td>0.89</td> <td>0.91</td> <td>0.90</td> <td>0.96</td> <td>0.98</td> <td>0.97</td> <td>0.94</td> <td>0.98</td> <td>0.96</td>
+    <td>Symptom</td> <td>0.89</td> <td>0.91</td> <td>0.90</td> <td>0.96</td> <td>0.98</td> <td>0.97</td> <td>0.93</td> <td>0.90</td> <td>0.91</td>
   </tr>
   <tr>
-    <td>Anatomy</td> <td>0.94</td> <td>0.91</td> <td>0.88</td> <td>0.97</td> <td>0.97</td> <td>0.98</td> <td>0.96</td> <td>0.97</td> <td>0.96 </td>
+    <td>Anatomy</td> <td>0.94</td> <td>0.91</td> <td>0.88</td> <td>0.97</td> <td>0.97</td> <td>0.98</td> <td>0.92</td> <td>0.93</td> <td>0.93</td> 
   </tr>
   <tr>
-    <td>Value</td> <td>0.88</td> <td>0.46</td> <td>0.60</td> <td>0.98</td> <td>0.99</td> <td>0.98</td> <td>0.93</td> <td>0.93</td> <td>	0.93</td>
+    <td>Value</td> <td>0.88</td> <td>0.46</td> <td>0.60</td> <td>0.98</td> <td>0.99</td> <td>0.98</td> <td>0.91</td> <td>0.91</td> <td>0.91</td> 
   </tr>
   <tr>
    <td> Pathology</td> <td>0.79</td> <td>0.70</td> <td>0.74</td> <td>0.81</td> <td>0.39</td> <td>0.52</td> <td>0.85	<td>0.57</td> <td>0.68</td>
@@ -173,13 +173,13 @@ Table 2: NER performances on CAS dataset
 <td>Entity </td> <td>  P </td> <td> R </td> <td> F1 </td> <td> P </td> <td> R </td> <td> F1 </td> <td>  P </td> <td> R </td> <td> F1 </td>
 </tr>
 <tr>
-<td>Anatomy </td> <td>  0.649 </td> <td> 0.641 </td> <td> 0.645 </td> <td>  0.795 </td> <td> 0.811 </td> <td> 0.803 </td> <td> 0.799 </td> <td>   0.801 </td> <td> 0.800  </td>
+<td>Anatomy </td> <td>  0.649 </td> <td> 0.641 </td> <td> 0.645 </td> <td>  0.795 </td> <td> 0.811 </td> <td> 0.803 </td> <td> 0.736 </td> <td>   0.844 </td> <td> 0.824  </td>
 </tr>
 <tr>
-<td>Chemical </td> <td>  0.844 </td> <td> 0.847 </td> <td> 0.846 </td> <td>  0.878 </td> <td> 0.893 </td> <td> 0.885 </td> <td>  0.898 </td> <td>   0.818 </td> <td> 0.856  </td>
+<td>Chemical </td> <td>  0.844 </td> <td> 0.847 </td> <td> 0.846 </td> <td>  0.878 </td> <td> 0.893 </td> <td> 0.885 </td> <td>  0.505 </td> <td>   0.823 </td> <td> 0.777  </td>
 </tr>
 <tr>
-<td>Device </td> <td>  0.000 </td> <td> 0.000 </td> <td> 0.000 </td> <td>  0.506 </td> <td> 0.356 </td> <td> 0.418 </td> <td>  0.549 </td> <td>   0.338 </td> <td> 0.419}  </td>
+<td>Device </td> <td>  0.000 </td> <td> 0.000 </td> <td> 0.000 </td> <td>  0.506 </td> <td> 0.356 </td> <td> 0.418 </td> <td>  0.939 </td> <td>   0.237 </td> <td> 0.419  </td>
 </tr>
 <tr>
 <td>Disorder </td> <td>  0.772 </td> <td> 0.818 </td> <td> 0.794 </td> <td>  0.857 </td> <td> 0.843 </td> <td> 0.850 </td> <td>  0.883 </td> <td>   0.809 </td> <td> 0.845  </td>