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From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond

Research article (Proceedings of the 32nd ACM International Conference on Multimedia, 2024) · cited 13× · AI/ML
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From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond

Summary

From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond is a scholarly article[1].

Key Facts

  • From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond's instance of is recorded as scholarly article[2].

Related Entities

Hanwang Zhang

References

Programmatic citations — every numbered marker resolves to a verifiable graph row below.

Direct Wikidata claims

  1. [2] ↑ . wikidata.org.

Class ancestry

  1. [1] ↑ . Wikidata. wikidata.org.

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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond. Retrieved May 24, 2026, from https://4ort.xyz/entity/from-multimodal-llm-to-human-level-ai-modality-instruction-reasoning-and-beyond
MLA “From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/from-multimodal-llm-to-human-level-ai-modality-instruction-reasoning-and-beyond.
BibTeX @misc{4ortxyz_from-multimodal-llm-to-human-level-ai-modality-instruction-reasoning-and-beyond_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond}}, year = {2026}, url = {https://4ort.xyz/entity/from-multimodal-llm-to-human-level-ai-modality-instruction-reasoning-and-beyond}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond — https://4ort.xyz/entity/from-multimodal-llm-to-human-level-ai-modality-instruction-reasoning-and-beyond (retrieved 2026-05-24)

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