# Behavioral Testing of ML Models

 Paper: Beyond Accuracy: Behavioral Testing of NLP Models with CheckList [https://www.aclweb.org/anthology/2020...](https://www.youtube.com/redirect?event=video_description\&redir_token=QUFFLUhqbnZ6ckVaRHBWVXZWTklzSzdrYUFiOHA0V1dLUXxBQ3Jtc0trZHU4djZRSVZub1hIRVh5TzlOclJWS29uWUM2MzJsbElsdHRHN1VLQXk4dy1sVi1sR1lKRGRBYVF2c3JXbzdwZ090dUpxdm9jRDlRZmdmN0dBMjZvYk9WX0t1eDdPM3hSX1ZfeUdEQ09Jc3ZXTndMSQ\&q=https%3A%2F%2Fwww.aclweb.org%2Fanthology%2F2020.acl-main.442%2F) 

Code: [https://github.com/marcotcr/checklist](https://www.youtube.com/redirect?event=video_description\&redir_token=QUFFLUhqa1R4dVNXSnVlVzZZLTd6Y1FLLUJ3XzFxTldPd3xBQ3Jtc0ttR3kwaUxQT3JJU0VETkQ4TzlNbGNPellydnVrOXNXZkdZcFFnNWkwWVNsM2M5SFVETzl4UjV5ZW5wYjNKUGRveGx3Sk1MS3J0VGozdnp3eWdhRjdOZzFkcU1oSEhBVk85S3JmMTVIV1htajR5SGpBZw\&q=https%3A%2F%2Fgithub.com%2Fmarcotcr%2Fchecklist)

![](https://1264711708-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-MN5KTojsYFTNPgT92_7%2F-MdLZfOvdMGcwn_o6as1%2F-MdL_AsChkYNPMeQpf55%2Fimage.png?alt=media\&token=4a54ae4c-1894-41de-b43a-869fd3c95dce)

![](https://1264711708-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-MN5KTojsYFTNPgT92_7%2F-MdLZfOvdMGcwn_o6as1%2F-MdL_G0kiXZyrk1z20AB%2Fimage.png?alt=media\&token=9f564bb3-dac7-4b8e-b24b-28ef3f3d0082)

![](https://1264711708-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-MN5KTojsYFTNPgT92_7%2F-MdLZfOvdMGcwn_o6as1%2F-MdL_Lg0lRHOH1yJ500K%2Fimage.png?alt=media\&token=32e1015d-a1d7-4e1b-aa51-7da7bd8108a5)

* sentiment analysis

![](https://1264711708-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-MN5KTojsYFTNPgT92_7%2F-MdLZfOvdMGcwn_o6as1%2F-MdL_T1ZEGU34uptY7Jt%2Fimage.png?alt=media\&token=a6614b73-c0d3-483b-b40e-d8e9446ae487)

![](https://1264711708-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-MN5KTojsYFTNPgT92_7%2F-MdLZfOvdMGcwn_o6as1%2F-MdL_a3RL7e81gY_AUbv%2Fimage.png?alt=media\&token=948d1b4f-042b-4f30-8c53-52180a263afb)

![](https://1264711708-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-MN5KTojsYFTNPgT92_7%2F-MdLZfOvdMGcwn_o6as1%2F-MdL_eZy_k1VMejdbJji%2Fimage.png?alt=media\&token=aa8cd349-31c0-416a-b43d-89c73b24deb3)

![](https://1264711708-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-MN5KTojsYFTNPgT92_7%2F-MdLZfOvdMGcwn_o6as1%2F-MdL_ntCi3dwjCWnnYPB%2Fimage.png?alt=media\&token=d9e5cd59-aa73-45f6-81b6-a8a03f2492b6)

![](https://1264711708-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-MN5KTojsYFTNPgT92_7%2F-MdLZfOvdMGcwn_o6as1%2F-MdL_vkZj7Qs764RFX9c%2Fimage.png?alt=media\&token=87f4e6c4-4289-4df4-aeb7-11d87efb7f35)

![](https://1264711708-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-MN5KTojsYFTNPgT92_7%2F-MdLZfOvdMGcwn_o6as1%2F-MdLa1HwIA8cK5-nXxfi%2Fimage.png?alt=media\&token=1c2968a7-541c-4320-ba5b-310697f37b39)

![](https://1264711708-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-MN5KTojsYFTNPgT92_7%2F-MdLZfOvdMGcwn_o6as1%2F-MdLaFBnuctFd1fAHa2F%2Fimage.png?alt=media\&token=cfd6fc69-3930-41ba-8ef1-a9a676f8dcd1)

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