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AI models generate research paper titles from abstracts

By PulseAugur Editorial · [2 sources] ·

Researchers have developed a method for automatically generating research paper titles from abstracts using large language models. The study evaluated several models, including fine-tuned PEGASUS-large, LLaMA-3-8B, and GPT-3.5-turbo, using various metrics. Results indicate that PEGASUS-large performed best, outperforming even GPT-3.5-turbo in generating appropriate and reliable titles. AI

IMPACT Automates a key step in academic publishing, potentially improving efficiency for researchers.

RANK_REASON The cluster contains an academic paper detailing a new method for title generation using language models.

Read on arXiv cs.CL →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

AI models generate research paper titles from abstracts

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Research
The cluster contains an academic paper detailing a new method for title generation using language models.
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2 independent sources
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paper, model release
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High
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115 days old
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COVERAGE [2]

  1. arXiv cs.AI TIER_1 English(EN) · Tohida Rehman, Debarshi Kumar Sanyal, Samiran Chattopadhyay ·

    Automatic Generation of Titles for Research Papers Using Language Models

    arXiv:2606.05085v1 Announce Type: cross Abstract: The title of a research paper conveys its primary idea and, occasionally, its conclusions in a clear and concise manner. Choosing an appropriate title is often challenging, and automated title generation can assist authors in this…

  2. arXiv cs.CL TIER_1 English(EN) · Samiran Chattopadhyay ·

    Automatic Generation of Titles for Research Papers Using Language Models

    The title of a research paper conveys its primary idea and, occasionally, its conclusions in a clear and concise manner. Choosing an appropriate title is often challenging, and automated title generation can assist authors in this task. In this work, we propose a technique to gen…

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