[HTML][HTML] Social media mining under the COVID-19 context: Progress, challenges, and opportunities
Social media platforms allow users worldwide to create and share information, forging vast
sensing networks that allow information on certain topics to be collected, stored, mined, and …
sensing networks that allow information on certain topics to be collected, stored, mined, and …
Automated fact‐checking: A survey
X Zeng, AS Abumansour… - Language and Linguistics …, 2021 - Wiley Online Library
As online false information continues to grow, automated fact‐checking has gained an
increasing amount of attention in recent years. Researchers in the field of Natural Language …
increasing amount of attention in recent years. Researchers in the field of Natural Language …
A survey on automated fact-checking
Fact-checking has become increasingly important due to the speed with which both
information and misinformation can spread in the modern media ecosystem. Therefore …
information and misinformation can spread in the modern media ecosystem. Therefore …
Trustllm: Trustworthiness in large language models
Large language models (LLMs), exemplified by ChatGPT, have gained considerable
attention for their excellent natural language processing capabilities. Nonetheless, these …
attention for their excellent natural language processing capabilities. Nonetheless, these …
Fact-checking complex claims with program-guided reasoning
Fact-checking real-world claims often requires collecting multiple pieces of evidence and
applying complex multi-step reasoning. In this paper, we present Program-Guided Fact …
applying complex multi-step reasoning. In this paper, we present Program-Guided Fact …
Reinforcement learning-based counter-misinformation response generation: a case study of COVID-19 vaccine misinformation
The spread of online misinformation threatens public health, democracy, and the broader
society. While professional fact-checkers form the first line of defense by fact-checking …
society. While professional fact-checkers form the first line of defense by fact-checking …
DialFact: A benchmark for fact-checking in dialogue
Fact-checking is an essential tool to mitigate the spread of misinformation and
disinformation. We introduce the task of fact-checking in dialogue, which is a relatively …
disinformation. We introduce the task of fact-checking in dialogue, which is a relatively …
Averitec: A dataset for real-world claim verification with evidence from the web
M Schlichtkrull, Z Guo… - Advances in Neural …, 2024 - proceedings.neurips.cc
Existing datasets for automated fact-checking have substantial limitations, such as relying on
artificial claims, lacking annotations for evidence and intermediate reasoning, or including …
artificial claims, lacking annotations for evidence and intermediate reasoning, or including …
Factkb: Generalizable factuality evaluation using language models enhanced with factual knowledge
Evaluating the factual consistency of automatically generated summaries is essential for the
progress and adoption of reliable summarization systems. Despite recent advances, existing …
progress and adoption of reliable summarization systems. Despite recent advances, existing …
Covid-vts: Fact extraction and verification on short video platforms
We introduce a new benchmark, COVID-VTS, for fact-checking multi-modal information
involving short-duration videos with COVID19-focused information from both the real world …
involving short-duration videos with COVID19-focused information from both the real world …