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Disinformation Prevention Solutions

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by Ashok Balasubramanian dot icon Updated: Oct 4, 2021

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Frances Haugen, a Facebook whistleblower, has shared a series of bombshell leaks through the Wall Street Journal and spoke publicly through CBS's 60 Minutes. The 'Facebook Files' published allege that Facebook repeatedly prioritized growth over safety. She alleges that Facebook dissolved its civic integrity team and turned off other election protection measures such as misinformation prevention tools post the US election and is optimizing for content that gets engagement. Still, its research showed that the content is hateful and polarizing. The files also indicated that Facebook research found that Instagram was impacting the mental health of teenagers but did not share its findings. Facebook has denied the allegations. While respective authorities review these specific allegations and adopt global frameworks, we can build our platforms to be more resilient to disinformation. kandi kit on Disinformation Prevention Solutions showcases open source libraries that you can use in your applications and platforms to tackle core issues such as hate speech and fake news.

groverby rowanz

Python doticonstar image 858 doticonVersion:Currentdoticon
License: Permissive (Apache-2.0)

Code for Defending Against Neural Fake News, https://rowanzellers.com/grover/

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            groverby rowanz

            Python doticon star image 858 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

            Code for Defending Against Neural Fake News, https://rowanzellers.com/grover/
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                      ProjectFibby anantdgoel

                      Python doticonstar image 745 doticonVersion:Currentdoticon
                      License: Weak Copyleft (OSL-3.0)

                      Chrome extension to flag fake news on Facebook. Built at HackPrinceton '16

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                                ProjectFibby anantdgoel

                                Python doticon star image 745 doticonVersion:Currentdoticon License: Weak Copyleft (OSL-3.0)

                                Chrome extension to flag fake news on Facebook. Built at HackPrinceton '16
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                                          FakeNewsNetby KaiDMML

                                          Python doticonstar image 833 doticonVersion:Currentdoticon
                                          no licences License: No License (null)

                                          This is a dataset for fake news detection research

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                                                    FakeNewsNetby KaiDMML

                                                    Python doticon star image 833 doticonVersion:Currentdoticonno licences License: No License

                                                    This is a dataset for fake news detection research
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                                                              reddit-detectiveby umitkaanusta

                                                              Python doticonstar image 188 doticonVersion:v0.1.4doticon
                                                              License: Permissive (MIT)

                                                              Play detective on Reddit: Discover political disinformation campaigns, secret influencers and more

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                                                                        reddit-detectiveby umitkaanusta

                                                                        Python doticon star image 188 doticonVersion:v0.1.4doticon License: Permissive (MIT)

                                                                        Play detective on Reddit: Discover political disinformation campaigns, secret influencers and more
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                                                                                  HateSonarby Hironsan

                                                                                  Jupyter Notebook doticonstar image 160 doticonVersion:v0.0.7doticon
                                                                                  License: Permissive (MIT)

                                                                                  Hate Speech Detection Library for Python.

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                                                                                            HateSonarby Hironsan

                                                                                            Jupyter Notebook doticon star image 160 doticonVersion:v0.0.7doticon License: Permissive (MIT)

                                                                                            Hate Speech Detection Library for Python.
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                                                                                                      HateXplainby hate-alert

                                                                                                      Python doticonstar image 94 doticonVersion:Currentdoticon
                                                                                                      License: Permissive (MIT)

                                                                                                      Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.

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                                                                                                                HateXplainby hate-alert

                                                                                                                Python doticon star image 94 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.
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                                                                                                                          AMITTby cogsec-collaborative

                                                                                                                          Jupyter Notebook doticonstar image 59 doticonVersion:Currentdoticon
                                                                                                                          License: Strong Copyleft (CC-BY-SA-4.0)

                                                                                                                          AMITT (Adversarial Misinformation and Influence Tactics and Techniques) framework for describing disinformation incidents. Includes TTPs and countermeasures.

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                                                                                                                                    AMITTby cogsec-collaborative

                                                                                                                                    Jupyter Notebook doticon star image 59 doticonVersion:Currentdoticon License: Strong Copyleft (CC-BY-SA-4.0)

                                                                                                                                    AMITT (Adversarial Misinformation and Influence Tactics and Techniques) framework for describing disinformation incidents. Includes TTPs and countermeasures.
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                                                                                                                                              likers-blockerby dmstern

                                                                                                                                              TypeScript doticonstar image 325 doticonVersion:v4.0.0doticon
                                                                                                                                              License: Strong Copyleft (GPL-3.0)

                                                                                                                                              A browser extension to block likers, retweeters, list members and Twitter ads and share your block lists with others. - say NO to hate speech!

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                                                                                                                                                        likers-blockerby dmstern

                                                                                                                                                        TypeScript doticon star image 325 doticonVersion:v4.0.0doticon License: Strong Copyleft (GPL-3.0)

                                                                                                                                                        A browser extension to block likers, retweeters, list members and Twitter ads and share your block lists with others. - say NO to hate speech!
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                                                                                                                                                                  MLMA_hate_speechby HKUST-KnowComp

                                                                                                                                                                  Python doticonstar image 37 doticonVersion:Currentdoticon
                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                  Dataset and code of our EMNLP 2019 paper "Multilingual and Multi-Aspect Hate Speech Analysis"

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                                                                                                                                                                            MLMA_hate_speechby HKUST-KnowComp

                                                                                                                                                                            Python doticon star image 37 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                            Dataset and code of our EMNLP 2019 paper "Multilingual and Multi-Aspect Hate Speech Analysis"
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                                                                                                                                                                                      spice-hate_speech_detectionby futurice

                                                                                                                                                                                      Python doticonstar image 29 doticonVersion:Currentdoticon
                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                      A SPICE-program funded project where the goal is to detect hate speech in social media.

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                                                                                                                                                                                                spice-hate_speech_detectionby futurice

                                                                                                                                                                                                Python doticon star image 29 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                A SPICE-program funded project where the goal is to detect hate speech in social media.
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                                                                                                                                                                                                          contextualizing-hate-speech-models-with-explanationsby BrendanKennedy

                                                                                                                                                                                                          Python doticonstar image 10 doticonVersion:Currentdoticon
                                                                                                                                                                                                          License: Permissive (MIT)

                                                                                                                                                                                                          Official code release for ACL 2020 paper "Contextualizing Hate Speech Classifiers with Post hoc Explanation"

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                                                                                                                                                                                                                    contextualizing-hate-speech-models-with-explanationsby BrendanKennedy

                                                                                                                                                                                                                    Python doticon star image 10 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                    Official code release for ACL 2020 paper "Contextualizing Hate Speech Classifiers with Post hoc Explanation"
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                                                                                                                                                                                                                              AngryBERTby jakechao424

                                                                                                                                                                                                                              Python doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                                                                                                                              no licences License: No License (null)

                                                                                                                                                                                                                              Using Multi-Task Learning for hate speech detection

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                                                                                                                                                                                                                                        AngryBERTby jakechao424

                                                                                                                                                                                                                                        Python doticon star image 0 doticonVersion:Currentdoticonno licences License: No License

                                                                                                                                                                                                                                        Using Multi-Task Learning for hate speech detection
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                                                                                                                                                                                                                                                  DisMultiHateby bottle_shop/safe

                                                                                                                                                                                                                                                  Python doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                  no licences License: No License (null)

                                                                                                                                                                                                                                                  Performing hate speech classification using multimodel dataset

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                                                                                                                                                                                                                                                            DisMultiHateby bottle_shop/safe

                                                                                                                                                                                                                                                            Python doticon star image 0 doticonVersion:Currentdoticonno licences License: No License

                                                                                                                                                                                                                                                            Performing hate speech classification using multimodel dataset
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