Sociocultural knowledge is needed for selection of shots in hate speech
detection tasks

Sociocultural knowledge is needed for selection of shots in hate speech detection tasks

4 April 2023

Antonis Maronikolakis

Abdullatif Köksal

Hinrich Schütze

Papers citing "Sociocultural knowledge is needed for selection of shots in hate speech detection tasks"

9 / 9 papers shown

Title
Efficient Few-Shot Learning Without Prompts Lewis Tunstall Nils Reimers Unso Eun Seo Jo Luke Bates Daniel Korat Moshe Wasserblat Oren Pereg VLM 26 180 0 22 Sep 2022
Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes Antonis Maronikolakis Philip Baader Hinrich Schütze 17 9 0 13 May 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 205 1,654 0 15 Oct 2021
FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding Yanan Zheng Jing Zhou Yujie Qian Ming Ding Chonghua Liao Jian Li Ruslan Salakhutdinov Jie Tang Sebastian Ruder Zhilin Yang ELM 204 29 0 27 Sep 2021
Overview of the HASOC track at FIRE 2020: Hate Speech and Offensive Content Identification in Indo-European Languages Thomas Mandl Sandip J Modha Gautam Kishore Shahi Prasenjit Majumder Mohana Dave Daksh Patel Chintak Mandalia Aditya Patel 91 172 0 12 Aug 2021
Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing Boaz Shmueli Jan Fell Soumya Ray Lun-Wei Ku 100 86 0 20 Apr 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 277 1,114 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,913 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,584 0 21 Jan 2020