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HEДокторантска мрежа2023–2026

HYBRIDS · Hybrid Intelligence to monitor, promote and analyse transformations in good democracy practices

„Хоризонт Европа“ — Действия „Мария Склодовска-Кюри“

Период
2023-01-01 → 2026-12-31
Финансиране от ЕС
2 587 766 €
Участници
14
Схема
HORIZON-TMA-MSCA-DN

Линиите свързват координатора с партньорите.

Накратко на български

Хибридният изкуствен интелект обединява езикови модели с познания от хуманитарните науки, за да разпознава по-точно дезинформация и реч на омразата. Това помага за ограничаване на манипулациите в интернет и защита на доверието в демократичните институции.

Този кратък обзор е генериран от изкуствен интелект

Кратко обяснение, генерирано от езиков модел по текста на CORDIS. Оригиналът е по-долу.

Резултати накратко

Hybrid Intelligence to monitor, promote and analyse transformations in good democracy practices

In an era where fake news, disinformation, and hate speech proliferate across digital platforms, the integrity of democratic societies is increasingly under threat. The spread of manipulated narratives and misleading content has serious consequences, fueling polarization, inciting violence, and undermining public trust in institutions. Addressing this challenge requires advanced solutions that go beyond traditional artificial intelligence (AI) models. The HYBRIDS project, funded under the Marie Skłodowska-Curie Actions (MSCA), aims to develop hybrid intelligence systems that integrate structured knowledge from social sciences and humanities (SSH) into large language models (LLMs), so as to develop new neuro-symbolic systems for disinformation detection in the field of natural language processing. This interdisciplinary approach will enhance the capacity to detect, analyze, and mitigate online disinformation and hate speech while ensuring transparency, explainability, and adaptability to evolving digital landscapes. The main objectives of HYBRIDS are: • To advance AI-based public discourse analysis by incorporating human reasoning, argumentation models, and qualitative insights. • To improve AI disinformation detection by integrating knowledge-driven methodologies from social and human sciences into LLMs. • To train a new generation of interdisciplinary experts capable of designing and deploying hybrid AI solutions for social impact. • To contribute to the European strategy against disinformation, supporting fact-checking initiatives, human-center AI development, and policy-making efforts.

Текст от CORDIS, на английски · Данни: CORDIS, © Европейски съюз

Цел на проекта

False rumors, fake news or hate speech against vulnerable minorities through social media are becoming one of the main threats against democracies. A global strategy against disinformation is crucial as open democratic societies rely on free citizens with the ability to access verifiable information so that they can build their own opinions on different political issues. The main scientific objective of HYBRIDS is to provide researchers with the knowledge necessary to design strategies and tools to response to disinformation on the basis of a deep analysis of public discourse. There have been interesting advances in the automatic detection of disinformation by making use of natural language processing and new artificial intelligence techniques in the specific field of machine and deep learning. However, this is a very complex task that requires a high degree of natural language understanding, inference and reasoning. To improve the strategies to deal with disinformation, HYBRIDS will integrate the structured knowledge provided by social and human sciences into natural language processing tools and deep learning algorithms, so as to develop new hybrid intelligence systems. The concept of Hybrid Intelligence consists of combining machine and human intelligence to overcome the shortcomings of existing artificial intelligence methods. Even though hybrid systems are likely to become more and more decisive in the immediate future, there are very few experts who can design and develop such systems. This is mainly due to the multidisciplinary nature of the hybrid strategy and the difficulty of finding researchers with full training in traditionally separate disciplines such as computer engineering, social sciences or linguistics. We believe it is time to launch a DN with the necessary requirements to train researchers in hybrid methodologies for their application in social studies with an impact on the sustainability of good democratic practices in Europe.

Оригинален текст от CORDIS (на английски).

Участници

Връзки

Данни: CORDIS, © Европейски съюз