4 papers · 1 filter
The X Types -- Mapping the Semantics of the Twitter Sphere
Ogen Schlachet Drukerman, Einat Minkov
Social networks form a valuable source of world knowledge, where influential entities correspond to popular accounts. Unlike factual knowledge bases (KBs), which maintain a semanti…
Fight Fire with Fire: Fine-tuning Hate Detectors using Large Samples of Generated Hate Speech
Tomer Wullach, Amir Adler, Einat Minkov
Automatic hate speech detection is hampered by the scarcity of labeled datasetd, leading to poor generalization. We employ pretrained language models (LMs) to alleviate this data b…
What's the best place for an AI conference, Vancouver or ______: Why completing comparative questions is difficult
Avishai Zagoury, Einat Minkov, Idan Szpektor +1
Although large neural language models (LMs) like BERT can be finetuned to yield state-of-the-art results on many NLP tasks, it is often unclear what these models actually learn. He…
Towards Hate Speech Detection at Large via Deep Generative Modeling
Tomer Wullach, Amir Adler, Einat Minkov
Hate speech detection is a critical problem in social media platforms, being often accused for enabling the spread of hatred and igniting physical violence. Hate speech detection r…