{"total":26,"rows":[{"id":"2406.16838","title":"From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models","created":"2024-06-24","cited_by_count":137,"area":null},{"id":"2403.09539","title":"Logits of API-Protected LLMs Leak Proprietary Information","created":"2024-03-14","cited_by_count":40,"area":null},{"id":"2504.15266","title":"Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction","created":"2025-04-21","cited_by_count":29,"area":null},{"id":"2402.18223","title":"Improving Open-Ended Text Generation via Adaptive Decoding","created":"2024-02-28","cited_by_count":21,"area":null},{"id":"2502.15208","title":"Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing","created":"2025-02-21","cited_by_count":15,"area":null},{"id":"2407.06071","title":"From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty","created":"2024-07-08","cited_by_count":14,"area":null},{"id":"2505.19371","title":"Foundations of Top-$k$ Decoding For Language Models","created":"2025-05-25","cited_by_count":10,"area":null},{"id":"2506.17090","title":"Better Language Model Inversion by Compactly Representing Next-Token Distributions","created":"2025-06-20","cited_by_count":9,"area":null},{"id":"2510.24966","title":"Sequences of Logits Reveal the Low Rank Structure of Language Models","created":"2025-10-28","cited_by_count":9,"area":null},{"id":"2603.10145","title":"Lost in Backpropagation: The LM Head is a Gradient Bottleneck","created":"2026-03-10","cited_by_count":9,"area":null},{"id":"2311.08981","title":"Speculative Contrastive Decoding","created":"2023-11-15","cited_by_count":8,"area":null},{"id":"2410.03968","title":"Decoding Game: On Minimax Optimality of Heuristic Text Generation Strategies","created":"2024-10-04","cited_by_count":7,"area":null},{"id":"2606.00831","title":"Subliminal Learning is a LoRA Artifact","created":"2026-05-30","cited_by_count":6,"area":null},{"id":"2410.06287","title":"Non-Halting Queries: Exploiting Fixed Points in LLMs","created":"2024-10-08","cited_by_count":4,"area":null},{"id":"2503.21929","title":"Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models","created":"2025-03-27","cited_by_count":4,"area":null},{"id":"2412.18299","title":"M-Ped: Multi-Prompt Ensemble Decoding for Large Language Models","created":"2024-12-24","cited_by_count":3,"area":null},{"id":"2503.08857","title":"Interpretable and Robust Dialogue State Tracking via Natural Language Summarization with LLMs","created":"2025-03-11","cited_by_count":3,"area":null},{"id":"2603.18482","title":"The Truncation Blind Spot: How Decoding Strategies Systematically Exclude Human-Like Token Choices","created":"2026-03-19","cited_by_count":3,"area":null},{"id":"2506.07276","title":"Tokenized Bandit for LLM Decoding and Alignment","created":"2025-06-08","cited_by_count":2,"area":null},{"id":"2601.06116","title":"The Homogenization Problem in LLMs: Towards Meaningful Diversity in AI Safety","created":"2026-01-03","cited_by_count":2,"area":null},{"id":"2605.11128","title":"Sampling More, Getting Less: Calibration is the Diversity Bottleneck in LLMs","created":"2026-05-11","cited_by_count":2,"area":null},{"id":"2505.12244","title":"Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce","created":"2025-05-18","cited_by_count":1,"area":null},{"id":"2506.22271","title":"On the Theoretical Limitations of Embedding-based Link Prediction","created":"2025-06-27","cited_by_count":1,"area":null},{"id":"2609.16454","title":"Fine-Tuning Fixes Mode Collapse and Over-Dispersion in LLMs","created":"2026-09-15","cited_by_count":0,"area":null},{"id":"2610.15570","title":"Truncation Samplers Are Nested: Comparing Decoding Rules Is a Measurement Problem","created":"2026-10-11","cited_by_count":0,"area":null},{"id":"2610.19247","title":"Copy-Paste Language Models","created":"2026-10-13","cited_by_count":0,"area":null}],"next_cursor":null}