{"total":27,"rows":[{"id":"2105.09938","title":"Measuring Coding Challenge Competence With APPS","created":"2021-05-20","cited_by_count":902,"area":null},{"id":"2210.02406","title":"Decomposed Prompting: A Modular Approach for Solving Complex Tasks","created":"2022-10-05","cited_by_count":558,"area":null},{"id":"2307.03381","title":"Teaching Arithmetic to Small Transformers","created":"2023-07-07","cited_by_count":123,"area":null},{"id":"2103.01937","title":"Neural Production Systems: Learning Rule-Governed Visual Dynamics","created":"2021-03-02","cited_by_count":75,"area":null},{"id":"2310.07064","title":"Large Language Models can Learn Rules","created":"2023-10-10","cited_by_count":69,"area":null},{"id":"2108.13643","title":"Learning to Synthesize Programs as Interpretable and Generalizable Policies","created":"2021-08-31","cited_by_count":59,"area":null},{"id":"2406.11179","title":"Learning Iterative Reasoning through Energy Diffusion","created":"2024-06-17","cited_by_count":36,"area":null},{"id":"2210.15889","title":"Towards Data-and Knowledge-Driven Artificial Intelligence: A Survey on Neuro-Symbolic Computing","created":"2022-10-28","cited_by_count":35,"area":null},{"id":"2206.15448","title":"Learning Iterative Reasoning through Energy Minimization","created":"2022-06-30","cited_by_count":32,"area":null},{"id":"2107.12580","title":"Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalization","created":"2021-07-27","cited_by_count":29,"area":null},{"id":"2207.07730","title":"How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition","created":"2022-07-15","cited_by_count":27,"area":null},{"id":"2110.11536","title":"Neural-guided, Bidirectional Program Search for Abstraction and Reasoning","created":"2021-10-22","cited_by_count":23,"area":null},{"id":"2112.09054","title":"Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability","created":"2021-12-16","cited_by_count":18,"area":null},{"id":"2307.00337","title":"Recursive Algorithmic Reasoning","created":"2023-07-01","cited_by_count":9,"area":null},{"id":"2104.02899","title":"Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units","created":"2021-04-07","cited_by_count":8,"area":null},{"id":"2303.06018","title":"Hierarchical Neural Program Synthesis","created":"2023-03-09","cited_by_count":7,"area":null},{"id":"2101.04921","title":"Neural Sequence-to-grid Module for Learning Symbolic Rules","created":"2021-01-13","cited_by_count":5,"area":null},{"id":"2105.07957","title":"Evolutionary Training and Abstraction Yields Algorithmic Generalization of Neural Computers","created":"2021-05-17","cited_by_count":5,"area":null},{"id":"2604.18907","title":"Gradient-Based Program Synthesis with Neurally Interpreted Languages","created":"2026-04-20","cited_by_count":5,"area":null},{"id":"2211.00828","title":"Synthesizing Programs with Continuous Optimization","created":"2022-11-02","cited_by_count":2,"area":null},{"id":"2110.09138","title":"State-Space Constraints Can Improve the Generalisation of the Differentiable Neural Computer to Input Sequences With Unseen Length","created":"2021-10-18","cited_by_count":1,"area":null},{"id":"2307.00653","title":"Neuro-Symbolic Sudoku Solver","created":"2023-07-02","cited_by_count":1,"area":null},{"id":"2604.25166","title":"Training Transformers as a Universal Computer","created":"2026-04-28","cited_by_count":1,"area":null},{"id":"2101.06573","title":"Understanding in Artificial Intelligence","created":"2021-01-17","cited_by_count":0,"area":null},{"id":"2305.15642","title":"Learning-Based Automatic Synthesis of Software Code and Configuration","created":"2023-05-25","cited_by_count":0,"area":null},{"id":"2411.04393","title":"Bridging the Gap: Representation Spaces in Neuro-Symbolic AI","created":"2024-11-07","cited_by_count":0,"area":null},{"id":"2502.00197","title":"Learning Model Successors","created":"2025-01-31","cited_by_count":0,"area":null}],"next_cursor":null}