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December 19, 2025Open Access

Generative AI for Text-to-Video Generation: Recent Advances and Future Directions

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Authors

KHKadhim HayawiSSSakib Shahriar

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Overview

This review identifies challenges in text-to-video generation and highlights opportunities in human-computer interaction.

Key Points

  • This research aims to systematically review text-to-video generation (T2V) within generative AI.
  • Surveyed literature from 2024 onwards
  • Categorized works into T2V methods, datasets, and evaluation practices
  • Identified research opportunities and challenges
  • Highlighted limited systematic discussions in T2V compared to other modalities
  • Emphasized the need for further investigation in T2V methods and evaluation practices
  • Outlined key challenges in the current state of T2V technology

Cite This Study

Hayawi et al. (2025) studied this question.

synapsesocial.com/papers/69449a922f0218eca95085cfhttps://doi.org/10.20944/preprints202512.1476.v1
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