Search Results for author: Bahareh Harandizadeh

Found 5 papers, 1 papers with code

Keyword Assisted Embedded Topic Model

1 code implementation22 Nov 2021 Bahareh Harandizadeh, J. Hunter Priniski, Fred Morstatter

By illuminating latent structures in a corpus of text, topic models are an essential tool for categorizing, summarizing, and exploring large collections of documents.

Topic Models Word Embeddings

Crowd-Machine Collaboration for Item Screening

no code implementations21 Mar 2018 Evgeny Krivosheev, Bahareh Harandizadeh, Fabio Casati, Boualem Benatallah

In this paper we describe how crowd and machine classifier can be efficiently combined to screen items that satisfy a set of predicates.

Tweeki: Linking Named Entities on Twitter to a Knowledge Graph

no code implementations EMNLP (WNUT) 2020 Bahareh Harandizadeh, Sameer Singh

Further, there is a lack of a large, linked corpus of tweets to aid researchers, along with lack of gold dataset to evaluate the accuracy of entity linking.

Entity Linking

Noise Audits Improve Moral Foundation Classification

no code implementations13 Oct 2022 Negar Mokhberian, Frederic R. Hopp, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman

Morality classification relies on human annotators to label the moral expressions in text, which provides training data to achieve state-of-the-art performance.

Classification Cultural Vocal Bursts Intensity Prediction

Risk and Response in Large Language Models: Evaluating Key Threat Categories

no code implementations22 Mar 2024 Bahareh Harandizadeh, Abel Salinas, Fred Morstatter

This paper explores the pressing issue of risk assessment in Large Language Models (LLMs) as they become increasingly prevalent in various applications.

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