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1. learning_to_search learning_to_search Public

   Train transformers on synthetic graph search problems to measure their scaling behavior and to do mechanistic analysis.

   Python 5

2. prontoqa prontoqa Public

   Synthetic question-answering dataset to formally analyze the chain-of-thought output of large language models on a reasoning task.

   Python 134 13

3. PWL PWL Public

   Natural language understanding by probabilistic abduction of a symbolic theory from sentences and logical forms.

   C++ 18 3

4. parser parser Public

   Semantic parser induction using a generative model of grammar.

   C++ 28 4

5. eaplatanios/jelly-bean-world eaplatanios/jelly-bean-world Public

   A framework for experimenting with never-ending learning

   C++ 74 18

6. grammar grammar Public

   Implementation of generative semantic grammar.

   C++ 18 2