Overview of the clef–2022 checkthat! lab on fighting the covid-19 infodemic and fake news detection
We describe the fifth edition of the CheckThat! lab, part of the 2022 Conference and Labs of
the Evaluation Forum (CLEF). The lab evaluates technology supporting tasks related to …
the Evaluation Forum (CLEF). The lab evaluates technology supporting tasks related to …
Overview of the CLEF-2022 CheckThat! lab task 1 on identifying relevant claims in tweets
P Nakov, A Barrón-Cedeño… - 2022 Conference and …, 2022 - research.rug.nl
We present an overview of CheckThat! lab 2022 Task 1, part of the 2022 Conference and
Labs of the Evaluation Forum (CLEF). Task 1 asked to predict which posts in a Twitter …
Labs of the Evaluation Forum (CLEF). Task 1 asked to predict which posts in a Twitter …
A comprehensive review on transformers models for text classification
R Kora, A Mohammed - 2023 International Mobile, Intelligent …, 2023 - ieeexplore.ieee.org
The rapid progress in deep learning has propelled transformer-based models to the
forefront, establishing them as leading solutions for a multiple NLP tasks. These tasks span …
forefront, establishing them as leading solutions for a multiple NLP tasks. These tasks span …
Recent deep learning based nlp techniques for chatbot development: An exhaustive survey
Chatbots are becoming popular as many applications need it. E-commerce, aviation, supply
chain management companies etc. are using AI based chatbots to attract customers. Deep …
chain management companies etc. are using AI based chatbots to attract customers. Deep …
Not good times for lies: Misinformation detection on the Russia-Ukraine war, COVID-19, and refugees
Misinformation spread in online social networks is an urgent-to-solve problem having
harmful consequences that threaten human health, public safety, economics, and so on. In …
harmful consequences that threaten human health, public safety, economics, and so on. In …
ARC-NLP at PAN 2023: Transition-Focused Natural Language Inference for Writing Style Detection
The task of multi-author writing style detection aims at finding any positions of writing style
change in a given text document. We formulate the task as a natural language inference …
change in a given text document. We formulate the task as a natural language inference …
Leveraging Social Discourse to Measure Check-worthiness of Claims for Fact-checking
The expansion of online social media platforms has led to a surge in online content
consumption. However, this has also paved the way for disseminating false claims and …
consumption. However, this has also paved the way for disseminating false claims and …
A Comparative Analysis of Various Machine Learning and Transformer Models for Harmful Tweet Detection
TR Das, S Chakraborty, AN Chy - 2024 6th International …, 2024 - ieeexplore.ieee.org
The COVID-19 pandemic's effects have remained for more than 2 years. During this time,
people use social media to collaborate and acquire news, but these platforms can also be …
people use social media to collaborate and acquire news, but these platforms can also be …
Countering Dis-information by Multimodal Entailment via Joint Embedding
Fake news has always been hard to flag and take down before they make a negative impact.
With the recent advancement in technology and access to social media platforms, spread of …
With the recent advancement in technology and access to social media platforms, spread of …
Detecting Misinformation on Social Media Using Community Insights and Contrastive Learning
Social media users are more likely to be exposed to similar views and tend to avoid
contrasting views, especially when they are part of a community of social media users. In this …
contrasting views, especially when they are part of a community of social media users. In this …