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A metaverse: Taxonomy, components, applications, and open challenges
Unlike previous studies on the Metaverse based on Second Life, the current Metaverse is
based on the social value of Generation Z that online and offline selves are not different …
based on the social value of Generation Z that online and offline selves are not different …
Toward more human-like ai communication: A review of emergent communication research
In the recent shift towards human-centric AI, the need for machines to accurately use natural
language has become increasingly important. While a common approach to achieve this is …
language has become increasingly important. While a common approach to achieve this is …
Countering language drift with seeded iterated learning
Pretraining on human corpus and then finetuning in a simulator has become a standard
pipeline for training a goal-oriented dialogue agent. Nevertheless, as soon as the agents are …
pipeline for training a goal-oriented dialogue agent. Nevertheless, as soon as the agents are …
A survey on emergent language
J Peters, CW de Puiseau, H Tercan… - ar** linguistic knowledge and receive …
Emergent communication of multimodal deep generative models based on Metropolis-Hastings naming game
Deep generative models (DGM) are increasingly employed in emergent communication
systems. However, their application in multimodal data contexts is limited. This study …
systems. However, their application in multimodal data contexts is limited. This study …
Iterated learning for emergent systematicity in vqa
Although neural module networks have an architectural bias towards compositionality, they
require gold standard layouts to generalize systematically in practice. When instead learning …
require gold standard layouts to generalize systematically in practice. When instead learning …
The curious case of representational alignment: Unravelling visio-linguistic tasks in emergent communication
Natural language has the universal properties of being compositional and grounded in
reality. The emergence of linguistic properties is often investigated through simulations of …
reality. The emergence of linguistic properties is often investigated through simulations of …
The emergence of the shape bias results from communicative efficiency
By the age of two, children tend to assume that new word categories are based on objects'
shape, rather than their color or texture; this assumption is called the shape bias. They are …
shape, rather than their color or texture; this assumption is called the shape bias. They are …