Gabriel Grand
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| title | conference | date |
|---|---|---|
| Effective Sequential Monte Carlo for Language Model Probabilistic Programs | LAFI 2024 | 2024-01-14 |
LLaMPPL implements Sequential Monte Carlo for language-model probabilistic programs, using SMC with auto-batching of LLM calls and activation caching to run… | ||
| Top-Down Synthesis for Library Learning | POPL 2023 | 2023-01-15 |
Paper introduces corpus-guided top-down synthesis that builds abstractions by expanding holes and using branch-and-bound pruning with quick upper bounds… | ||
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