The Communication Bottleneck: A Round-Trip Study of Tree-Structured Expression Serialization in Language Models
A research paper investigates the limitations of language models in serializing tree-structured expressions into natural language, finding that the process is lossy and asymmetric. The study proposes a round-trip protocol to evaluate the accuracy of expression recovery and identifies factors contributing to failures. The results suggest that the serialization process is a primary limitation for models communicating hierarchical structure through natural language.
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