{
  "id": 9055390,
  "title": "Knowing When to Trust Images: Reliability-Aware Multi-modal Entity Alignment",
  "url": "https://urgent.news/2026/09/20/knowing-when-to-trust-images-reliability-aware-multi-modal-entity",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-20T00:55:40.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.23267v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "The visual modality, i.e., images, plays a key role in multi-modal entity alignment (MMEA). Existing approaches often directly fuse the image with other modalities to align different entities. Although simple, such strategies overlook the potential noise in the images and their semantic misalignment with corresponding entities, resulting in suboptimal fusion and degraded performance. Addressing…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}