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Found 5 papers, 1 papers with code
An Interactive Exploratory Tool for the Task of Hate Speech Detection
With the growth of Automatic Content Moderation (ACM) on widely used social media platforms, transparency into the design of moderation technology and policy is necessary for online communities to advocate for themselves when harms occur. In this work, we describe a suite of interactive modules to support the exploration of various aspects of this technology, and particularly of those components that rely on English models and datasets for hate speech detection, a subtask within ACM.
Behind the Mask: Demographic bias in name detection for PII masking
PII masking is commonly used to redact personal information such as names, addresses, and phone numbers from text data.
AI and the Everything in the Whole Wide World Benchmark
There is a tendency across different subfields in AI to valorize a small collection of influential benchmarks.
A multilabel approach to morphosyntactic probing
We introduce a multilabel probing task to assess the morphosyntactic representations of word embeddings from multilingual language models.
Data and its (dis)contents: A survey of dataset development and use in machine learning research
Datasets have played a foundational role in the advancement of machine learning research.
