From d34d4f0e182203c59f11c42a13f2cd1dfebbdda2 Mon Sep 17 00:00:00 2001 From: AndyFou Date: Wed, 22 Sep 2021 12:32:56 +0300 Subject: [PATCH 1/3] create hate speech section --- README.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/README.md b/README.md index 534221e..88e4050 100644 --- a/README.md +++ b/README.md @@ -26,6 +26,7 @@ _Pull requests welcome!_ 7. [Bias and Fairness](#bias-and-fairness) 8. [Social Media](#social-media) 9. [Law](#law) + 10. [Hate Speech](#hate-speech) 5. [Potential Connections to Language](#potential-connections-to-language) 1. [Vectorized treatments](#vectorized-treatments) @@ -180,6 +181,13 @@ _Pull requests welcome!_ |-------|-------------|------| | [Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis](https://aclanthology.org/2021.naacl-main.155.pdf)
Xiao Liu, Da Yin, Yansong Feng, Yuting Wu, Dongyan Zhao | Built causal graphs from legal descriptions automatically, and disambiguated similar charges with the built graphs. Treatment & Confounders: factors from legal descriptions. |[git](https://github.com/xxxiaol/GCI) | +## Online Hate Speech +| Title | Description | Code | +|-------|-------------|------| +| [A Survey of Online Hate Speech through the Causal Lens](https://arxiv.org/abs/2109.08120)
Antigoni M. Founta, Lucia Specia | A survey of studies that measure causal effects related to online hate speech. The survey also highlights potential knowledge gaps and issues, and provides suggestions on how to further extend the causal perspective of hate speech. || +| [Robust Cyberbullying Detection with Causal Interpretation](https://dl.acm.org/doi/pdf/10.1145/3308560.3316503)
Lu Cheng, Ruocheng Guo, Huan Liu | Proposes a principled framework to identify and block the influence of plausible latent confounders on cyberbullying detection. || +| [Prevalence and Psychological Effects of Hateful Speech in Online College Communities](https://dl.acm.org/doi/pdf/10.1145/3292522.3326032)
Koustuv Saha, Eshwar Chandrasekharan, Munmun De Choudhury | Measure psychological effect of exposure to hate speech on Reddit communities, as increase in levels of stress. Confounders: Subreddit & User activity. Confounding adjustment method: Propensity score matching. || + # Potential Connections to Language ## Vectorized treatments From 3803933c38bccb3a29006cd7a6f2bdb6e8071edf Mon Sep 17 00:00:00 2001 From: AndyFou Date: Wed, 22 Sep 2021 12:36:23 +0300 Subject: [PATCH 2/3] fix contents link for hate speech --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 88e4050..49389d2 100644 --- a/README.md +++ b/README.md @@ -26,7 +26,7 @@ _Pull requests welcome!_ 7. [Bias and Fairness](#bias-and-fairness) 8. [Social Media](#social-media) 9. [Law](#law) - 10. [Hate Speech](#hate-speech) + 10. [Online Hate Speech](#hate-speech) 5. [Potential Connections to Language](#potential-connections-to-language) 1. [Vectorized treatments](#vectorized-treatments) From 25d160a8b9af59b31362726041a208bb9aac89f0 Mon Sep 17 00:00:00 2001 From: AndyFou Date: Wed, 22 Sep 2021 12:37:46 +0300 Subject: [PATCH 3/3] fix again contents link for hate speech --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 49389d2..53e5dcf 100644 --- a/README.md +++ b/README.md @@ -26,7 +26,7 @@ _Pull requests welcome!_ 7. [Bias and Fairness](#bias-and-fairness) 8. [Social Media](#social-media) 9. [Law](#law) - 10. [Online Hate Speech](#hate-speech) + 10. [Online Hate Speech](#online-hate-speech) 5. [Potential Connections to Language](#potential-connections-to-language) 1. [Vectorized treatments](#vectorized-treatments)