{"total":36,"rows":[{"id":"2412.15204","title":"LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks","created":"2024-12-19","cited_by_count":379,"area":"lr"},{"id":"2501.00663","title":"Titans: Learning to Memorize at Test Time","created":"2024-12-31","cited_by_count":328,"area":"lr"},{"id":"2410.19258","title":"Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning","created":"2024-10-25","cited_by_count":97,"area":"lr"},{"id":"2409.12640","title":"Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries","created":"2024-09-19","cited_by_count":88,"area":"lr"},{"id":"2410.08815","title":"StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization","created":"2024-10-11","cited_by_count":71,"area":"lr"},{"id":"2503.06692","title":"InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models","created":"2025-03-09","cited_by_count":54,"area":"lr"},{"id":"2410.03227","title":"ALR$^2$: A Retrieve-then-Reason Framework for Long-context Question Answering","created":"2024-10-04","cited_by_count":26,"area":"lr"},{"id":"2409.02465","title":"DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels","created":"2024-09-04","cited_by_count":21,"area":"lr"},{"id":"2502.20790","title":"Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision","created":"2025-02-28","cited_by_count":21,"area":"lr"},{"id":"2502.15964","title":"Minions: Cost-efficient Collaboration Between On-device and Cloud Language Models","created":"2025-02-21","cited_by_count":20,"area":"lr"},{"id":"2502.05252","title":"GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity?","created":"2025-02-07","cited_by_count":17,"area":"lr"},{"id":"2410.04698","title":"MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs","created":"2024-10-07","cited_by_count":13,"area":"lr"},{"id":"2410.11996","title":"Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data","created":"2024-10-15","cited_by_count":11,"area":"lr"},{"id":"2502.12462","title":"Emulating Retrieval Augmented Generation via Prompt Engineering for Enhanced Long Context Comprehension in LLMs","created":"2025-02-18","cited_by_count":9,"area":"lr"},{"id":"2506.02000","title":"NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts","created":"2025-05-20","cited_by_count":8,"area":"lr"},{"id":"2607.26760","title":"Metis: Memory Foundation Model","created":"2026-07-29","cited_by_count":7,"area":"lr"},{"id":"2503.09819","title":"Attention Reveals More Than Tokens: Training-Free Long-Context Reasoning with Attention-guided Retrieval","created":"2025-03-12","cited_by_count":5,"area":"lr"},{"id":"2502.17169","title":"Logic Haystacks: Probing LLMs Long-Context Logical Reasoning (Without Easily Identifiable Unrelated Padding)","created":"2025-02-24","cited_by_count":3,"area":"lr"},{"id":"2503.07903","title":"Can Memory-Augmented Language Models Generalize on Reasoning-in-a-Haystack Tasks?","created":"2025-03-10","cited_by_count":2,"area":"lr"},{"id":"2504.04150","title":"Reasoning on Multiple Needles In A Haystack","created":"2025-04-05","cited_by_count":2,"area":"lr"},{"id":"2602.14200","title":"TS-Haystack: A Multi-Task Retrieval Benchmark for Long-Context Time-Series Reasoning","created":"2026-02-15","cited_by_count":2,"area":"lr"},{"id":"2502.13753","title":"SCALAR: Scientific Citation-based Live Assessment of Long-context Academic Reasoning","created":"2025-02-19","cited_by_count":1,"area":"lr"},{"id":"2509.21028","title":"SciTrek: Evaluating and Improving Long-Context Numerical Reasoning over Scientific Articles","created":"2025-09-25","cited_by_count":1,"area":"lr"},{"id":"2602.10021","title":"Decoupled Reasoning with Implicit Fact Tokens (DRIFT): A Dual-Model Framework for Efficient Long-Context Inference","created":"2026-02-10","cited_by_count":1,"area":"lr"},{"id":"2605.23170","title":"Positional Failures in Long-Context LLMs: A Blind Spot in Reasoning Benchmarks","created":"2026-05-22","cited_by_count":1,"area":"lr"},{"id":"2606.23687","title":"Randomized YaRN Improves Length Generalization for Long-Context Reasoning","created":"2026-06-22","cited_by_count":1,"area":"lr"},{"id":"2601.02023","title":"Not All Needles Are Found: How Fact Distribution and Don't Make It Up Prompts Shape Retrieval, Reasoning, and Hallucination in Long-Context LLMs","created":"2026-01-05","cited_by_count":0,"area":"lr"},{"id":"2604.05114","title":"$\\pi^2$: Structure-Originated Reasoning Data Improves Long-Context Reasoning Ability of Large Language Models","created":"2026-04-06","cited_by_count":0,"area":"lr"},{"id":"2605.02290","title":"Distilling Long-CoT Reasoning through Collaborative Step-wise Multi-Teacher Decoding","created":"2026-05-04","cited_by_count":0,"area":"lr"},{"id":"2606.06840","title":"Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces","created":"2026-06-05","cited_by_count":0,"area":"lr"},{"id":"2606.11470","title":"The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes","created":"2026-06-09","cited_by_count":0,"area":"lr"},{"id":"2606.13020","title":"SciR: A Controllable Benchmark for Scientific Reasoning in LLMs","created":"2026-06-11","cited_by_count":0,"area":"lr"},{"id":"2607.08180","title":"Out of Sight: Compression-Aware Content Protection against Agentic Crawlers","created":"2026-07-09","cited_by_count":0,"area":"lr"},{"id":"2608.05124","title":"Chained Recursive Language Models for Multi-Iteration Reasoning","created":"2026-08-05","cited_by_count":0,"area":"lr"},{"id":"2609.36984","title":"REALHOP: Rethinking Multi-Hop Reasoning Evaluation via Behavioral Auditing","created":"2026-09-29","cited_by_count":0,"area":"lr"},{"id":"2609.38137","title":"LongHarness Bench: Stress-Testing Language Model Harnesses for Long-Context Reasoning","created":"2026-09-29","cited_by_count":0,"area":"lr"}],"next_cursor":null}