2024 "program synthesis" Papers

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Amortizing Pragmatic Program Synthesis with Rankings

Yewen Pu, Saujas Vaduguru, Priyan Vaithilingam et al.

ICML 2024poster

CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay

Natasha Butt, Blazej Manczak, Auke Wiggers et al.

ICML 2024poster

Fewer Truncations Improve Language Modeling

Hantian Ding, Zijian Wang, Giovanni Paolini et al.

ICML 2024poster

ReGAL: Refactoring Programs to Discover Generalizable Abstractions

Elias Stengel-Eskin, Archiki Prasad, Mohit Bansal

ICML 2024poster