{"total":15,"rows":[{"id":"2509.09677","title":"The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs","created":"2025-09-11","cited_by_count":64,"area":null},{"id":"2512.17351","title":"Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers","created":"2025-12-19","cited_by_count":33,"area":null},{"id":"2506.09251","title":"Extrapolation by Association: Length Generalization Transfer in Transformers","created":"2025-06-10","cited_by_count":13,"area":null},{"id":"2502.16792","title":"The Role of Sparsity for Length Generalization in Transformers","created":"2025-02-24","cited_by_count":8,"area":null},{"id":"2510.27015","title":"Quantitative Bounds for Length Generalization in Transformers","created":"2025-10-30","cited_by_count":8,"area":null},{"id":"2508.07743","title":"Symmetry-Aware Transformer Training for Automated Planning","created":"2025-08-11","cited_by_count":5,"area":null},{"id":"2511.21692","title":"Revisiting Generalization Across Difficulty Levels: It's Not So Easy","created":"2025-11-26","cited_by_count":5,"area":null},{"id":"2606.29983","title":"Stabilizing Extrapolation in Looped Transformers via Learned Stochastic Stopping","created":"2026-06-29","cited_by_count":4,"area":null},{"id":"2512.09892","title":"Provably Learning from Modern Language Models via Low Logit Rank","created":"2025-12-10","cited_by_count":3,"area":null},{"id":"2601.22510","title":"Shattered Compositionality: Counterintuitive Learning Dynamics of Transformers for Arithmetic","created":"2026-01-30","cited_by_count":3,"area":null},{"id":"2603.19954","title":"On the Ability of Transformers to Verify Plans","created":"2026-03-20","cited_by_count":2,"area":null},{"id":"2603.24780","title":"Transformers in the Dark: Navigating Unknown Search Spaces via Bandit Feedback","created":"2026-03-25","cited_by_count":2,"area":null},{"id":"2603.02874","title":"Retrievit: In-context Retrieval Capabilities of Transformers, State Space Models, and Hybrid Architectures","created":"2026-03-03","cited_by_count":1,"area":null},{"id":"2609.31114","title":"From Shortcut Learning to Discrete Neural Insertion Sort","created":"2026-09-25","cited_by_count":1,"area":null},{"id":"2506.00920","title":"Position as Probability: Self-Supervised Transformers that Think Past Their Training for Length Extrapolation","created":"2025-06-01","cited_by_count":0,"area":null}],"next_cursor":null}