{"total":26,"rows":[{"id":"2406.18400","title":"Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers","created":"2024-06-26","cited_by_count":15,"area":null},{"id":"2409.17335","title":"Non-asymptotic Convergence of Training Transformers for Next-token Prediction","created":"2024-09-25","cited_by_count":13,"area":null},{"id":"2504.04308","title":"Gating is Weighting: Understanding Gated Linear Attention through In-context Learning","created":"2025-04-06","cited_by_count":12,"area":null},{"id":"2405.13718","title":"Next-token prediction capacity: general upper bounds and a lower bound for transformers","created":"2024-05-22","cited_by_count":11,"area":null},{"id":"2505.00926","title":"How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias","created":"2025-05-02","cited_by_count":11,"area":null},{"id":"2410.14581","title":"Optimizing Attention with Mirror Descent: Generalized Max-Margin Token Selection","created":"2024-10-18","cited_by_count":9,"area":null},{"id":"2506.18368","title":"Sequential keypoint density estimator: an overlooked baseline of skeleton-based video anomaly detection","created":"2025-06-23","cited_by_count":7,"area":null},{"id":"2407.05591","title":"On the Power of Convolution Augmented Transformer","created":"2024-07-08","cited_by_count":6,"area":null},{"id":"2410.13981","title":"On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery","created":"2024-10-17","cited_by_count":6,"area":null},{"id":"2511.11579","title":"Decoupling Positional and Symbolic Attention Behavior in Transformers","created":"2025-10-03","cited_by_count":6,"area":null},{"id":"2405.16845","title":"On Mesa-Optimization in Autoregressively Trained Transformers: Emergence and Capability","created":"2024-05-27","cited_by_count":5,"area":null},{"id":"2506.21562","title":"FloorPlan-DeepSeek (FPDS): A multimodal approach to floorplan generation using vector-based next room prediction","created":"2025-06-12","cited_by_count":4,"area":null},{"id":"2510.16096","title":"Facts in Stats: Impacts of Pretraining Diversity on Language Model Generalization","created":"2025-10-17","cited_by_count":3,"area":null},{"id":"2501.06382","title":"Dynamics of Spontaneous Topic Changes in Next Token Prediction with Self-Attention","created":"2025-01-10","cited_by_count":2,"area":null},{"id":"2511.23239","title":"Towards Understanding Transformers in Learning Random Walks","created":"2025-11-28","cited_by_count":2,"area":null},{"id":"2601.10058","title":"Unlabeled Data Can Provably Enhance In-Context Learning of Transformers","created":"2026-01-15","cited_by_count":2,"area":null},{"id":"2407.18601","title":"Reorganizing attention-space geometry with expressive attention","created":"2024-07-26","cited_by_count":1,"area":null},{"id":"2505.11183","title":"On Next-Token Prediction in LLMs: How End Goals Determine the Consistency of Decoding Algorithms","created":"2025-05-16","cited_by_count":1,"area":null},{"id":"2505.15009","title":"How Transformers Learn In-Context Recall Tasks? Optimality, Training Dynamics and Generalization","created":"2025-05-21","cited_by_count":1,"area":null},{"id":"2505.17282","title":"Attention with Trained Embeddings Provably Selects Important Tokens","created":"2025-05-22","cited_by_count":1,"area":null},{"id":"2608.06776","title":"Faster Query-Key Learning Sharpens Attention in Self-Attention Models","created":"2026-08-07","cited_by_count":1,"area":null},{"id":"2408.10255","title":"Large Investment Model","created":"2024-08-12","cited_by_count":0,"area":null},{"id":"2510.17106","title":"Fighter: Unveiling the Graph Convolutional Nature of Transformers in Time Series Modeling","created":"2025-10-20","cited_by_count":0,"area":null},{"id":"2601.08874","title":"The Illusion of Friendship: Why Generative AI Demands Unprecedented Ethical Vigilance","created":"2026-01-12","cited_by_count":0,"area":null},{"id":"2609.27964","title":"Linear RNN Scaling Laws: When Longer Sequences Beat More Sequences","created":"2026-08-23","cited_by_count":0,"area":null},{"id":"2609.34731","title":"Information-Theoretic Analysis of Next-Token Prediction under Markovian Data","created":"2026-09-28","cited_by_count":0,"area":null}],"next_cursor":null}