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Combating misinformation in the age of llms: Opportunities and challenges
Misinformation such as fake news and rumors is a serious threat for information ecosystems
and public trust. The emergence of large language models (LLMs) has great potential to …
and public trust. The emergence of large language models (LLMs) has great potential to …
NusaCrowd: Open source initiative for Indonesian NLP resources
We present NusaCrowd, a collaborative initiative to collect and unify existing resources for
Indonesian languages, including opening access to previously non-public resources …
Indonesian languages, including opening access to previously non-public resources …
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 …
Averitec: A dataset for real-world claim verification with evidence from the web
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 …
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 …
The state of human-centered NLP technology for fact-checking
Misinformation threatens modern society by promoting distrust in science, changing
narratives in public health, heightening social polarization, and disrupting democratic …
narratives in public health, heightening social polarization, and disrupting democratic …
Mumin: A large-scale multilingual multimodal fact-checked misinformation social network dataset
Misinformation is becoming increasingly prevalent on social media and in news articles. It
has become so widespread that we require algorithmic assistance utilising machine …
has become so widespread that we require algorithmic assistance utilising machine …
State-of-the-art generalisation research in NLP: a taxonomy and review
The ability to generalise well is one of the primary desiderata of natural language
processing (NLP). Yet, what'good generalisation'entails and how it should be evaluated is …
processing (NLP). Yet, what'good generalisation'entails and how it should be evaluated is …
Generating literal and implied subquestions to fact-check complex claims
Verifying complex political claims is a challenging task, especially when politicians use
various tactics to subtly misrepresent the facts. Automatic fact-checking systems fall short …
various tactics to subtly misrepresent the facts. Automatic fact-checking systems fall short …
Multimodal automated fact-checking: A survey
Misinformation is often conveyed in multiple modalities, eg a miscaptioned image.
Multimodal misinformation is perceived as more credible by humans, and spreads faster …
Multimodal misinformation is perceived as more credible by humans, and spreads faster …