{"total":98,"rows":[{"id":"2312.00752","title":"Mamba: Linear-Time Sequence Modeling with Selective State Spaces","created":"2023-12-01","cited_by_count":4718,"area":"ssm"},{"id":"2308.14508","title":"LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding","created":"2023-08-28","cited_by_count":1417,"area":null},{"id":"2404.06654","title":"RULER: What's the Real Context Size of Your Long-Context Language Models?","created":"2024-04-09","cited_by_count":1346,"area":null},{"id":"2305.13048","title":"RWKV: Reinventing RNNs for the Transformer Era","created":"2023-05-22","cited_by_count":827,"area":null},{"id":"2501.00663","title":"Titans: Learning to Memorize at Test Time","created":"2024-12-31","cited_by_count":328,"area":"lr"},{"id":"2507.02259","title":"MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent","created":"2025-07-03","cited_by_count":246,"area":"lr"},{"id":"2307.11088","title":"L-Eval: Instituting Standardized Evaluation for Long Context Language Models","created":"2023-07-20","cited_by_count":233,"area":null},{"id":"2309.10668","title":"Language Modeling Is Compression","created":"2023-09-19","cited_by_count":225,"area":null},{"id":"2307.02486","title":"LongNet: Scaling Transformers to 1,000,000,000 Tokens","created":"2023-07-05","cited_by_count":204,"area":null},{"id":"2311.04939","title":"LooGLE: Can Long-Context Language Models Understand Long Contexts?","created":"2023-11-08","cited_by_count":202,"area":null},{"id":"2307.06945","title":"In-context Autoencoder for Context Compression in a Large Language Model","created":"2023-07-13","cited_by_count":199,"area":"inference"},{"id":"2305.13707","title":"Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models","created":"2023-05-23","cited_by_count":192,"area":null},{"id":"2306.03901","title":"ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory","created":"2023-06-06","cited_by_count":140,"area":null},{"id":"2310.05029","title":"Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading","created":"2023-10-08","cited_by_count":133,"area":null},{"id":"2504.01990","title":"Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems","created":"2025-03-31","cited_by_count":126,"area":"agents"},{"id":"2502.20766","title":"FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference","created":"2025-02-28","cited_by_count":123,"area":null},{"id":"2310.00656","title":"LEGO-Prover: Neural Theorem Proving with Growing Libraries","created":"2023-10-01","cited_by_count":109,"area":null},{"id":"2401.03462","title":"Long Context Compression with Activation Beacon","created":"2024-01-07","cited_by_count":104,"area":"inference"},{"id":"2407.04363","title":"AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents","created":"2024-07-05","cited_by_count":102,"area":"wm"},{"id":"2401.08092","title":"A Survey of Resource-efficient LLM and Multimodal Foundation Models","created":"2024-01-16","cited_by_count":86,"area":null},{"id":"2410.14052","title":"From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs","created":"2024-10-17","cited_by_count":79,"area":null},{"id":"2310.14735","title":"Unleashing the potential of prompt engineering for large language models","created":"2023-10-23","cited_by_count":72,"area":null},{"id":"2311.12351","title":"Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey","created":"2023-11-21","cited_by_count":72,"area":null},{"id":"2410.23771","title":"What is Wrong with Perplexity for Long-context Language Modeling?","created":"2024-10-31","cited_by_count":69,"area":null},{"id":"2308.00675","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","created":"2023-08-01","cited_by_count":68,"area":null},{"id":"2502.00592","title":"M+: Extending MemoryLLM with Scalable Long-Term Memory","created":"2025-02-01","cited_by_count":54,"area":null},{"id":"2601.02163","title":"EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning","created":"2026-01-05","cited_by_count":54,"area":"lr"},{"id":"2501.15089","title":"LongReason: A Synthetic Long-Context Reasoning Benchmark via Context Expansion","created":"2025-01-25","cited_by_count":50,"area":"lr"},{"id":"2603.04639","title":"RoboMME: Benchmarking and Understanding Memory for Robotic Generalist Policies","created":"2026-03-04","cited_by_count":49,"area":"vla"},{"id":"2405.18781","title":"On the Role of Attention Masks and LayerNorm in Transformers","created":"2024-05-29","cited_by_count":48,"area":null},{"id":"2310.16450","title":"CLEX: Continuous Length Extrapolation for Large Language Models","created":"2023-10-25","cited_by_count":44,"area":null},{"id":"2408.14340","title":"Foundation Models for Music: A Survey","created":"2024-08-26","cited_by_count":37,"area":"diffusion"},{"id":"2402.10790","title":"In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss","created":"2024-02-16","cited_by_count":36,"area":null},{"id":"2405.16156","title":"Mixture of In-Context Prompters for Tabular PFNs","created":"2024-05-25","cited_by_count":33,"area":null},{"id":"2406.02657","title":"Block Transformer: Global-to-Local Language Modeling for Fast Inference","created":"2024-06-04","cited_by_count":32,"area":"inference"},{"id":"2305.13246","title":"Interactive Natural Language Processing","created":"2023-05-22","cited_by_count":31,"area":null},{"id":"2410.15686","title":"NetSafe: Exploring the Topological Safety of Multi-agent Networks","created":"2024-10-21","cited_by_count":29,"area":"agents"},{"id":"2410.04199","title":"LongGenBench: Long-context Generation Benchmark","created":"2024-10-05","cited_by_count":28,"area":null},{"id":"2412.09616","title":"V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding","created":"2024-12-12","cited_by_count":28,"area":"mllm"},{"id":"2401.03411","title":"GRAM: Global Reasoning for Multi-Page VQA","created":"2024-01-07","cited_by_count":23,"area":"lr"},{"id":"2407.10061","title":"InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation","created":"2024-07-14","cited_by_count":23,"area":"ssm"},{"id":"2401.07004","title":"Extending LLMs' Context Window with 100 Samples","created":"2024-01-13","cited_by_count":21,"area":null},{"id":"2410.00487","title":"Self-Updatable Large Language Models by Integrating Context into Model Parameters","created":"2024-10-01","cited_by_count":21,"area":null},{"id":"2409.01071","title":"VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges","created":"2024-09-02","cited_by_count":20,"area":null},{"id":"2503.00353","title":"U-NIAH: Unified RAG and LLM Evaluation for Long Context Needle-In-A-Haystack","created":"2025-03-01","cited_by_count":20,"area":"rag"},{"id":"2401.00849","title":"COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training","created":"2024-01-01","cited_by_count":18,"area":"mllm"},{"id":"2312.01279","title":"TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents","created":"2023-12-03","cited_by_count":17,"area":"lr"},{"id":"2409.13265","title":"Towards LifeSpan Cognitive Systems","created":"2024-09-20","cited_by_count":13,"area":null},{"id":"2410.04727","title":"Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models","created":"2024-10-07","cited_by_count":13,"area":null},{"id":"2305.14952","title":"Focus Your Attention (with Adaptive IIR Filters)","created":"2023-05-24","cited_by_count":12,"area":null},{"id":"2305.15695","title":"Asking Before Acting: Gather Information in Embodied Decision Making with Language Models","created":"2023-05-25","cited_by_count":12,"area":null},{"id":"2310.20204","title":"General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History","created":"2023-10-31","cited_by_count":12,"area":null},{"id":"2311.07445","title":"Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue","created":"2023-11-13","cited_by_count":11,"area":"lr"},{"id":"2312.09542","title":"Marathon: A Race Through the Realm of Long Context with Large Language Models","created":"2023-12-15","cited_by_count":9,"area":"lr"},{"id":"2403.20262","title":"ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models","created":"2024-03-29","cited_by_count":9,"area":null},{"id":"2504.04713","title":"Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts","created":"2025-04-07","cited_by_count":9,"area":null},{"id":"2510.19732","title":"Memo: Training Memory-Efficient Embodied Agents with Reinforcement Learning","created":"2025-10-22","cited_by_count":9,"area":"deeprl"},{"id":"2308.02582","title":"Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting","created":"2023-08-01","cited_by_count":8,"area":null},{"id":"2406.00057","title":"Toward Conversational Agents with Context and Time Sensitive Long-term Memory","created":"2024-05-29","cited_by_count":8,"area":"rag"},{"id":"2411.10670","title":"IntentGPT: Few-shot Intent Discovery with Large Language Models","created":"2024-11-16","cited_by_count":8,"area":null},{"id":"2502.04573","title":"Zero-shot Meta-learning for Tabular Prediction Tasks with Adversarially Pre-trained Transformer","created":"2025-02-06","cited_by_count":8,"area":null},{"id":"2401.07793","title":"Flexibly Scaling Large Language Models Contexts Through Extensible Tokenization","created":"2024-01-15","cited_by_count":7,"area":"rag"},{"id":"2403.02920","title":"TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back) using Taylor-Softmax","created":"2024-03-05","cited_by_count":7,"area":null},{"id":"2403.08845","title":"Bifurcated Attention: Accelerating Massively Parallel Decoding with Shared Prefixes in LLMs","created":"2024-03-13","cited_by_count":7,"area":"inference"},{"id":"2407.10162","title":"ChatLogic: Integrating Logic Programming with Large Language Models for Multi-Step Reasoning","created":"2024-07-14","cited_by_count":7,"area":"lr"},{"id":"2309.16436","title":"Neuro Symbolic Reasoning for Planning: Counterexample Guided Inductive Synthesis using Large Language Models and Satisfiability Solving","created":"2023-09-28","cited_by_count":6,"area":"lr"},{"id":"2310.20558","title":"Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT","created":"2023-10-31","cited_by_count":6,"area":null},{"id":"2405.17062","title":"UniICL: An Efficient Unified Framework Unifying Compression, Selection, and Generation","created":"2024-05-27","cited_by_count":6,"area":"lr"},{"id":"2406.05798","title":"Hidden Holes: topological aspects of language models","created":"2024-06-09","cited_by_count":6,"area":null},{"id":"2408.15518","title":"Squid: Long Context as a New Modality for Energy-Efficient On-Device Language Models","created":"2024-08-28","cited_by_count":6,"area":null},{"id":"2307.02738","title":"RecallM: An Adaptable Memory Mechanism with Temporal Understanding for Large Language Models","created":"2023-07-06","cited_by_count":5,"area":null},{"id":"2405.16635","title":"Compressing Lengthy Context With UltraGist","created":"2024-05-26","cited_by_count":4,"area":null},{"id":"2409.15104","title":"PecSched: Preemptive and Efficient Cluster Scheduling for LLM Inference","created":"2024-09-23","cited_by_count":4,"area":null},{"id":"2410.18572","title":"Taipan: Efficient and Expressive State Space Language Models with Selective Attention","created":"2024-10-24","cited_by_count":4,"area":"ssm"},{"id":"2309.12727","title":"In-context Interference in Chat-based Large Language Models","created":"2023-09-22","cited_by_count":3,"area":null},{"id":"2401.04881","title":"Attendre: Wait To Attend By Retrieval With Evicted Queries in Memory-Based Transformers for Long Context Processing","created":"2024-01-10","cited_by_count":3,"area":null},{"id":"2310.09297","title":"A Framework for Inference Inspired by Human Memory Mechanisms","created":"2023-10-01","cited_by_count":2,"area":null},{"id":"2403.17445","title":"Incorporating Exponential Smoothing into MLP: A Simple but Effective Sequence Model","created":"2024-03-26","cited_by_count":2,"area":null},{"id":"2406.00212","title":"MVAD: A Multiple Visual Artifact Detector for Video Streaming","created":"2024-05-31","cited_by_count":2,"area":null},{"id":"2410.03662","title":"System 2 Reasoning Capabilities Are Nigh","created":"2024-10-04","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":"2510.24345","title":"LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability","created":"2025-10-28","cited_by_count":2,"area":null},{"id":"2604.18137","title":"AQPIM: Breaking the PIM Capacity Wall for LLMs with In-Memory Activation Quantization","created":"2026-04-20","cited_by_count":2,"area":null},{"id":"2606.21649","title":"EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory","created":"2026-06-19","cited_by_count":2,"area":"agents"},{"id":"2308.01413","title":"LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning","created":"2023-07-30","cited_by_count":1,"area":null},{"id":"2309.03100","title":"FArMARe: a Furniture-Aware Multi-task methodology for Recommending Apartments based on the user interests","created":"2023-09-06","cited_by_count":1,"area":null},{"id":"2402.15268","title":"MemoryPrompt: A Light Wrapper to Improve Context Tracking in Pre-trained Language Models","created":"2024-02-23","cited_by_count":1,"area":null},{"id":"2410.20926","title":"Long Sequence Modeling with Attention Tensorization: From Sequence to Tensor Learning","created":"2024-10-28","cited_by_count":1,"area":null},{"id":"2512.20245","title":"Memory as Resonance: A Biomimetic Architecture for Infinite Context Memory on Ergodic Phonetic Manifolds","created":"2025-12-23","cited_by_count":1,"area":null},{"id":"2603.21096","title":"Mixture of Chapters: Scaling Learnt Memory in Transformers","created":"2026-03-22","cited_by_count":1,"area":null},{"id":"2603.22329","title":"Trained Persistent Memory for Frozen Decoder-Only LLMs","created":"2026-03-20","cited_by_count":1,"area":null},{"id":"2604.14339","title":"Shuffle the Context: RoPE-Perturbed Self-Distillation for Long-Context Adaptation","created":"2026-04-15","cited_by_count":1,"area":"rag"},{"id":"2309.06923","title":"Native Language Identification with Big Bird Embeddings","created":"2023-09-13","cited_by_count":0,"area":null},{"id":"2507.19409","title":"Modality Agnostic Efficient Long Range Encoder","created":"2025-07-25","cited_by_count":0,"area":"inference"},{"id":"2508.08514","title":"DeCAL Tokenwise Compression","created":"2025-08-11","cited_by_count":0,"area":null},{"id":"2509.24074","title":"ResFormer: All-Time Reservoir Memory for Long Sequence Classification","created":"2025-09-28","cited_by_count":0,"area":null},{"id":"2606.01223","title":"Connecting the Dots: Benchmarking Reflective Memory in Long-Horizon Dialogue","created":"2026-05-31","cited_by_count":0,"area":null},{"id":"2608.18098","title":"Fractional Decay KV-Cache: Ownership-Aware Memory Management for Improved Inference Relevancy in Dialog Systems","created":"2026-06-09","cited_by_count":0,"area":"inference"}],"next_cursor":null}