{"total":14,"rows":[{"id":"2211.12316","title":"Simplicity Bias in Transformers and their Ability to Learn Sparse Boolean Functions","created":"2022-11-22","cited_by_count":70,"area":null},{"id":"2405.17394","title":"The Expressive Capacity of State Space Models: A Formal Language Perspective","created":"2024-05-27","cited_by_count":46,"area":null},{"id":"2406.04289","title":"What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages","created":"2024-06-06","cited_by_count":20,"area":null},{"id":"2101.02258","title":"Can RNNs learn Recursive Nested Subject-Verb Agreements?","created":"2021-01-06","cited_by_count":9,"area":null},{"id":"2310.18144","title":"Improving Intrinsic Exploration by Creating Stationary Objectives","created":"2023-10-27","cited_by_count":7,"area":null},{"id":"2312.00100","title":"Introducing Rhetorical Parallelism Detection: A New Task with Datasets, Metrics, and Baselines","created":"2023-11-30","cited_by_count":7,"area":null},{"id":"2202.09717","title":"Understanding Robust Generalization in Learning Regular Languages","created":"2022-02-20","cited_by_count":3,"area":null},{"id":"2210.12302","title":"What do Large Language Models Learn beyond Language?","created":"2022-10-21","cited_by_count":3,"area":null},{"id":"2109.10133","title":"Are Transformers a Modern Version of ELIZA? Observations on French Object Verb Agreement","created":"2021-09-21","cited_by_count":2,"area":null},{"id":"2309.00857","title":"Evaluating Transformer's Ability to Learn Mildly Context-Sensitive Languages","created":"2023-09-02","cited_by_count":2,"area":null},{"id":"2403.11173","title":"Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks","created":"2024-03-17","cited_by_count":2,"area":null},{"id":"2410.06045","title":"Extracting Moore Machines from Transformers using Queries and Counterexamples","created":"2024-10-08","cited_by_count":2,"area":null},{"id":"2410.03118","title":"Precision, Stability, and Generalization: A Comprehensive Assessment of RNNs learnability capability for Classifying Counter and Dyck Languages","created":"2024-10-04","cited_by_count":0,"area":null},{"id":"2509.08180","title":"The Domain Mixed Unit: A New Neural Arithmetic Layer","created":"2025-09-09","cited_by_count":0,"area":null}],"next_cursor":null}