Search Results for author: Einat Minkov

Found 14 papers, 4 papers with code

Generative AI for Hate Speech Detection: Evaluation and Findings

no code implementations16 Nov 2023 Sagi Pendzel, Tomer Wullach, Amir Adler, Einat Minkov

In addition, we explore and compare the performance of the finetuned LLMs with zero-shot hate detection using a GPT-3. 5 model.

Hate Speech Detection Text Generation

Social World Knowledge: Modeling and Applications

no code implementations28 Jun 2023 Nir Lotan, Einat Minkov

In this work, we elicited the social embeddings of roughly 200K entities from a sample of 1. 3M Twitter users and the accounts that they follow.

Entity Embeddings Word Embeddings +1

Detecting Multidimensional Political Incivility on Social Media

1 code implementation24 May 2023 Sagi Pendzel, Nir Lotan, Alon Zoizner, Einat Minkov

The rise of social media has been argued to intensify uncivil and hostile online political discourse.

Stance Detection

Character-level HyperNetworks for Hate Speech Detection

1 code implementation11 Nov 2021 Tomer Wullach, Amir Adler, Einat Minkov

Our results show that the proposed HyperNetworks achieve performance that is competitive, and better in some cases, than these pretrained language models, while being smaller by orders of magnitude.

Data Augmentation Hate Speech Detection

SocialVec: Social Entity Embeddings

1 code implementation5 Nov 2021 Nir Lotan, Einat Minkov

We have learned social embeddings for roughly 200, 000 popular accounts from a sample of the Twitter network that includes more than 1. 3 million users and the accounts that they follow, and evaluate the resulting embeddings on two different tasks.

Entity Embeddings Word Embeddings +1

Person Entity Profiling Framework: Identifying, Integrating and Visualizing Online Freely Available Entity-Related Information

no code implementations2 Oct 2021 Saeed Amal, Einat Minkov, Tsvi Kuflik

Hence, we can view any CV as a graph of interlinked entities, where nodes are entities and edges are relations between them.

Relation

What's the best place for an AI conference, Vancouver or ______: Why completing comparative questions is difficult

no code implementations5 Apr 2021 Avishai Zagoury, Einat Minkov, Idan Szpektor, William W. Cohen

Here we study using such LMs to fill in entities in human-authored comparative questions, like ``Which country is older, India or ______?''

World Knowledge

Towards Hate Speech Detection at Large via Deep Generative Modeling

1 code implementation13 May 2020 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 Language Modelling

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