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New research adapts LLMs for social sciences and humanities scholarship

By PulseAugur Editorial · [3 sources] ·

A new research paper explores the adaptation of Large Language Models (LLMs) for scholarly work in the Social Sciences and Humanities (SSH). The study focuses on integrating knowledge graphs and multilingual corpora to address challenges like disciplinary diversity and multilingual access. The project, part of the European LLMs4EU initiative, aims to support tasks such as question answering and literature review while emphasizing reliability and ethical compliance. AI

IMPACT This research could lead to more effective and reliable AI tools for academic research in the SSH fields.

RANK_REASON The cluster contains a research paper detailing a methodology for adapting LLMs to a specific academic domain.

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 3 sources. How we write summaries →

New research adapts LLMs for social sciences and humanities scholarship

COVERAGE [3]

  1. arXiv cs.AI TIER_1 English(EN) · Adam Faci, Alessio Miaschi, Anne Combe, Pascal Cuxac, Francesca Frontini, Nicolas Larrousse, St\'ephane Pouyllau ·

    Integrating knowledge graphs and multilingual scholarly corpora for domain-adaptive LLMs in SSH

    arXiv:2607.05956v1 Announce Type: new Abstract: The integration of Large Language Models (LLMs) into scientific research workflows, particularly for bibliographic discovery and literature synthesis, raises significant methodological, epistemic and regulatory challenges for the So…

  2. arXiv cs.AI TIER_1 English(EN) · Stéphane Pouyllau ·

    Integrating knowledge graphs and multilingual scholarly corpora for domain-adaptive LLMs in SSH

    The integration of Large Language Models (LLMs) into scientific research workflows, particularly for bibliographic discovery and literature synthesis, raises significant methodological, epistemic and regulatory challenges for the Social Sciences and Humanities (SSH), especially w…

  3. Hugging Face Daily Papers TIER_1 English(EN) ·

    Integrating knowledge graphs and multilingual scholarly corpora for domain-adaptive LLMs in SSH

    The integration of Large Language Models (LLMs) into scientific research workflows, particularly for bibliographic discovery and literature synthesis, raises significant methodological, epistemic and regulatory challenges for the Social Sciences and Humanities (SSH), especially w…

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