Can LLM Find the Green Circle? Investigation and Human-Guided Tool Manipulation for Compositional Generalization
Author:
Affiliation:
1. Virginia Tech,Department of Computer Science,Falls Church,VA,USA
2. George Mason University,Department of Computer Science,Fairfax,VA,USA
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10445798/10445803/10446355.pdf?arnumber=10446355
Reference20 articles.
1. Compositionality;Partee;Varieties of formal semantics,1984
2. The symbol grounding problem;Hamad;Physica D: Nonlinear Phenomena,1990
3. Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks;Lake
4. COGS: A Compositional Generalization Challenge Based on Semantic Interpretation
5. Measuring compositional generalization: A comprehensive method on realistic data;Keysers
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