16 citations · 20 across the 9 of their papers we have counts for
5 papers · 1 filter
SocialVec: Social Entity Embeddings
Nir Lotan, Einat Minkov
This paper introduces SocialVec, a general framework for eliciting social world knowledge from social networks, and applies this framework to Twitter. SocialVec learns low-dimensio…
Character-level HyperNetworks for Hate Speech Detection
Tomer Wullach, Amir Adler, Einat Minkov
The massive spread of hate speech, hateful content targeted at specific subpopulations, is a problem of critical social importance. Automated methods of hate speech detection typic…
Person Entity Profiling Framework: Identifying, Integrating and Visualizing Online Freely Available Entity-Related Information
Saeed Amal, Einat Minkov, Tsvi Kuflik
When we consider our CV, it is full of entities that we are or were associated with and that define us in some way(s). Such entities include where we studied, where we worked, who…
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…