LLMs common in literature reviews, but human oversight remains critical

By PulseAugur Editorial · Summary by gemini-2.5-flash-lite from 1 source

The use of large language models (LLMs) is now widespread in the process of conducting literature reviews. However, these tools cannot substitute for careful human supervision and accountability from authors. Fabricating citations, whether directly or through an automated system, constitutes a significant ethical violation. AI

Summary written by gemini-2.5-flash-lite from 1 source. How we write summaries →

IMPACT Highlights the ongoing need for human judgment and ethical standards when integrating AI tools into academic workflows.

RANK_REASON The cluster discusses the ethical implications and proper use of LLMs in academic writing, reflecting an opinion or commentary on AI's role.

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LLMs
ACL

COVERAGE [1]

Mastodon — fosstodon.org TIER_1 · [email protected] · 2026-05-14 00:25

"the use of LLMs has become common in the literature review workflow, these tools do not replace the necessity for rigorous human oversight and authorial respon

"the use of LLMs has become common in the literature review workflow, these tools do not replace the necessity for rigorous human oversight and authorial responsibility. An author who fabricates a citation commits a serious breach of ethics, and using an automated system as a pro…

LINKS 2026.aclweb.org/acl_statement

COVERAGE [1]

"the use of LLMs has become common in the literature review workflow, these tools do not replace the necessity for rigorous human oversight and authorial respon

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