Papers by Daniel Akkerman
The Emergence of Compositional Languages in Multi-entity Referential Games: from Image to Graph Representations (2024.emnlp-main)
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| Challenge: | Language Emergence research uses jointly trained artificial agents to solve a task. |
| Approach: | They propose a multi-entity game in which targets include multiple entities that are spatially related. |
| Outcome: | The proposed multi-entity game shows that the emergent languages exhibit a considerable degree of compositionality, but not over all features. |