{"total":84,"rows":[{"id":"2410.02660","title":"How to Train Long-Context Language Models (Effectively)","created":"2024-10-03","cited_by_count":146,"area":null},{"id":"2412.19442","title":"A Survey on Large Language Model Acceleration based on KV Cache Management","created":"2024-12-27","cited_by_count":131,"area":"lr"},{"id":"2405.00200","title":"In-Context Learning with Long-Context Models: An In-Depth Exploration","created":"2024-04-30","cited_by_count":128,"area":null},{"id":"2410.02694","title":"HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly","created":"2024-10-03","cited_by_count":125,"area":null},{"id":"2406.13629","title":"InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales","created":"2024-06-19","cited_by_count":101,"area":"rag"},{"id":"2407.18003","title":"Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption","created":"2024-07-25","cited_by_count":97,"area":"inference"},{"id":"2404.14851","title":"From Matching to Generation: A Survey on Generative Information Retrieval","created":"2024-04-23","cited_by_count":89,"area":null},{"id":"2506.06266","title":"Cartridges: Lightweight and general-purpose long context representations via self-study","created":"2025-06-06","cited_by_count":86,"area":"inference"},{"id":"2410.09102","title":"Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy","created":"2024-10-09","cited_by_count":67,"area":"safety"},{"id":"2404.12096","title":"LongEmbed: Extending Embedding Models for Long Context Retrieval","created":"2024-04-18","cited_by_count":48,"area":null},{"id":"2502.06975","title":"Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents","created":"2025-02-10","cited_by_count":36,"area":"agents"},{"id":"2503.11579","title":"Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers","created":"2025-03-14","cited_by_count":36,"area":"mllm"},{"id":"2405.14722","title":"DAPE: Data-Adaptive Positional Encoding for Length Extrapolation","created":"2024-05-23","cited_by_count":31,"area":null},{"id":"2411.08147","title":"Large Language Models Can Self-Improve in Long-context Reasoning","created":"2024-11-12","cited_by_count":29,"area":"lr"},{"id":"2501.05414","title":"LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation","created":"2025-01-09","cited_by_count":29,"area":null},{"id":"2403.16443","title":"CodeS: Natural Language to Code Repository via Multi-Layer Sketch","created":"2024-03-25","cited_by_count":28,"area":null},{"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":"2412.16545","title":"Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models","created":"2024-12-21","cited_by_count":26,"area":null},{"id":"2502.00791","title":"Vision-centric Token Compression in Large Language Model","created":"2025-02-02","cited_by_count":21,"area":"inference"},{"id":"2501.12766","title":"NExtLong: Toward Effective Long-Context Training without Long Documents","created":"2025-01-22","cited_by_count":20,"area":null},{"id":"2501.16075","title":"PISCO: Pretty Simple Compression for Retrieval-Augmented Generation","created":"2025-01-27","cited_by_count":20,"area":"rag"},{"id":"2603.01045","title":"Silo-Bench: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems","created":"2026-03-01","cited_by_count":20,"area":"agents"},{"id":"2406.17519","title":"Entropy-Based Decoding for Retrieval-Augmented Large Language Models","created":"2024-06-25","cited_by_count":19,"area":"rag"},{"id":"2404.07979","title":"LLoCO: Learning Long Contexts Offline","created":"2024-04-11","cited_by_count":16,"area":"inference"},{"id":"2405.19846","title":"Quest: Query-centric Data Synthesis Approach for Long-context Scaling of Large Language Model","created":"2024-05-30","cited_by_count":16,"area":"synth"},{"id":"2410.10450","title":"KBLaM: Knowledge Base augmented Language Model","created":"2024-10-14","cited_by_count":16,"area":null},{"id":"2409.06679","title":"E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning","created":"2024-09-10","cited_by_count":13,"area":"lr"},{"id":"2410.08703","title":"On the token distance modeling ability of higher RoPE attention dimension","created":"2024-10-11","cited_by_count":13,"area":null},{"id":"2404.15420","title":"XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference","created":"2024-04-23","cited_by_count":12,"area":"inference"},{"id":"2405.14660","title":"Implicit In-context Learning","created":"2024-05-23","cited_by_count":11,"area":null},{"id":"2408.16967","title":"MemLong: Memory-Augmented Retrieval for Long Text Modeling","created":"2024-08-30","cited_by_count":11,"area":null},{"id":"2510.07318","title":"Artificial Hippocampus Networks for Efficient Long-Context Modeling","created":"2025-10-08","cited_by_count":11,"area":null},{"id":"2512.04000","title":"Divide, then Ground: Adapting Frame Selection to Query Types for Long-Form Video Understanding","created":"2025-12-03","cited_by_count":11,"area":"mllm"},{"id":"2410.04798","title":"DAPE V2: Process Attention Score as Feature Map for Length Extrapolation","created":"2024-10-07","cited_by_count":10,"area":null},{"id":"2410.01651","title":"Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling","created":"2024-10-02","cited_by_count":9,"area":null},{"id":"2502.16684","title":"WildLong: Synthesizing Realistic Long-Context Instruction Data at Scale","created":"2025-02-23","cited_by_count":9,"area":null},{"id":"2504.16795","title":"Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory Access","created":"2025-04-23","cited_by_count":9,"area":null},{"id":"2506.11440","title":"AbsenceBench: Language Models Can't Tell What's Missing","created":"2025-06-13","cited_by_count":9,"area":null},{"id":"2509.01092","title":"REFRAG: Rethinking RAG based Decoding","created":"2025-09-01","cited_by_count":9,"area":"lr"},{"id":"2510.18840","title":"See the Text: From Tokenization to Visual Reading","created":"2025-10-21","cited_by_count":9,"area":null},{"id":"2411.04602","title":"Self-Calibrated Listwise Reranking with Large Language Models","created":"2024-11-07","cited_by_count":7,"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":"2506.07334","title":"Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models","created":"2025-06-09","cited_by_count":6,"area":"inference"},{"id":"2512.23966","title":"Efficient Context Scaling with LongCat ZigZag Attention","created":"2025-12-30","cited_by_count":6,"area":null},{"id":"2505.22107","title":"Curse of High Dimensionality Issue in Transformer for Long-context Modeling","created":"2025-05-28","cited_by_count":5,"area":null},{"id":"2506.02279","title":"ImpRAG: Retrieval-Augmented Generation with Implicit Queries","created":"2025-06-02","cited_by_count":5,"area":"rag"},{"id":"2501.01805","title":"End-to-End Long Document Summarization using Gradient Caching","created":"2025-01-03","cited_by_count":4,"area":null},{"id":"2505.10063","title":"CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability","created":"2025-05-15","cited_by_count":4,"area":null},{"id":"2606.09659","title":"End-to-End Context Compression at Scale","created":"2026-06-08","cited_by_count":4,"area":"inference"},{"id":"2502.08662","title":"RoToR: Towards More Reliable Responses for Order-Invariant Inputs","created":"2025-02-10","cited_by_count":3,"area":null},{"id":"2508.05100","title":"BEE-RAG: Balanced Entropy Engineering for Retrieval-Augmented Generation","created":"2025-08-07","cited_by_count":3,"area":"rag"},{"id":"2510.20535","title":"ARC-Encoder: learning compressed text representations for large language models","created":"2025-10-23","cited_by_count":3,"area":"lr"},{"id":"2603.05353","title":"InfoFlow KV: Information-Flow-Aware KV Recomputation for Long Context","created":"2026-03-05","cited_by_count":3,"area":"rag"},{"id":"2408.11855","title":"FactorLLM: Factorizing Knowledge via Mixture of Experts for Large Language Models","created":"2024-08-15","cited_by_count":2,"area":"moe"},{"id":"2502.11116","title":"Gumbel Reranking: Differentiable End-to-End Reranker Optimization","created":"2025-02-16","cited_by_count":2,"area":"rag"},{"id":"2503.14800","title":"Long Context Modeling with Ranked Memory-Augmented Retrieval","created":"2025-03-19","cited_by_count":2,"area":null},{"id":"2509.13957","title":"Enhancing Time Awareness in Generative Recommendation","created":"2025-09-17","cited_by_count":2,"area":null},{"id":"2510.22102","title":"Mitigating Coordinate Prediction Bias from Positional Encoding Failures","created":"2025-10-25","cited_by_count":2,"area":"mllm"},{"id":"2511.23271","title":"Learning a Single Token to Replace Long System Prompts in LLMs","created":"2025-11-28","cited_by_count":2,"area":null},{"id":"2602.22175","title":"DySCO: Dynamic Attention-Scaling Decoding for Long-Context Language Models","created":"2026-02-25","cited_by_count":2,"area":null},{"id":"2605.00702","title":"Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory","created":"2026-05-01","cited_by_count":2,"area":null},{"id":"2605.04595","title":"A Queueing-Theoretic Framework for Stability Analysis of LLM Inference with KV Cache Memory Constraints","created":"2026-05-06","cited_by_count":2,"area":"inference"},{"id":"2608.02109","title":"Same Semantics, Different Paths: Self-Improving Alignment for Vision-Text Compression","created":"2026-08-03","cited_by_count":2,"area":"alignment"},{"id":"2410.19318","title":"Two are better than one: Context window extension with multi-grained self-injection","created":"2024-10-25","cited_by_count":1,"area":null},{"id":"2502.18915","title":"END: Early Noise Dropping for Efficient and Effective Context Denoising","created":"2025-02-26","cited_by_count":1,"area":null},{"id":"2506.19651","title":"PEVLM: Parallel Encoding for Vision-Language Models","created":"2025-06-24","cited_by_count":1,"area":"mllm"},{"id":"2509.20900","title":"Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization","created":"2025-09-25","cited_by_count":1,"area":"agents"},{"id":"2601.08670","title":"Parallel Context-of-Experts Decoding for Retrieval Augmented Generation","created":"2026-01-13","cited_by_count":1,"area":"rag"},{"id":"2603.04443","title":"AMV-L: Lifecycle-Managed Agent Memory for Tail-Latency Control in Long-Running LLM Systems","created":"2026-02-22","cited_by_count":1,"area":"agents"},{"id":"2606.14875","title":"Context Compression Is Not One Thing: Readable Symbolic Re-expression vs. Coherent Summary at Matched Budget","created":"2026-06-12","cited_by_count":1,"area":"inference"},{"id":"2406.06571","title":"SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM","created":"2024-06-03","cited_by_count":0,"area":null},{"id":"2412.14905","title":"Dehallucinating Parallel Context Extension for Retrieval-Augmented Generation","created":"2024-12-19","cited_by_count":0,"area":"rag"},{"id":"2501.07523","title":"Parallel Key-Value Cache Fusion for Position Invariant RAG","created":"2025-01-13","cited_by_count":0,"area":"rag"},{"id":"2509.12519","title":"Context-Aware Language Models for Forecasting Market Impact from Sequences of Financial News","created":"2025-09-15","cited_by_count":0,"area":null},{"id":"2511.10029","title":"ScaleFormer: Span Representation Cumulation for Long-Context Transformer","created":"2025-11-13","cited_by_count":0,"area":null},{"id":"2512.03720","title":"Context-Aware Hierarchical Learning: A Two-Step Paradigm towards Safer LLMs","created":"2025-12-03","cited_by_count":0,"area":null},{"id":"2603.04759","title":"Stacked from One: Multi-Scale Self-Injection for Context Window Extension","created":"2026-03-05","cited_by_count":0,"area":"inference"},{"id":"2603.16245","title":"How to Utilize Complementary Vision-Text Information for 2D Structure Understanding","created":"2026-03-17","cited_by_count":0,"area":null},{"id":"2605.27393","title":"StoryMI: Steerable Multi-Agent Therapeutic Dialogue Generation","created":"2026-04-18","cited_by_count":0,"area":"agents"},{"id":"2606.14047","title":"Knowledge Graph Enhanced Memory-Augmented Retrieval for Long Context Modeling","created":"2026-06-12","cited_by_count":0,"area":null},{"id":"2609.05152","title":"Compression Beyond the Uncompressed: A Two-Stage Training Recipe for Soft Context Compression in RAG","created":"2026-09-04","cited_by_count":0,"area":"rag"},{"id":"2609.06702","title":"PARSER: Read in Parallel, Reason in Depth for Long-Context LLM Agents","created":"2026-09-06","cited_by_count":0,"area":"agents"},{"id":"2609.32395","title":"Memory as a cache: Exact context reuse and deletion by construction","created":"2026-09-26","cited_by_count":0,"area":"inference"},{"id":"2609.32579","title":"DimPO: Dimensionality Reduction for Attention using Preference Optimization","created":"2026-09-26","cited_by_count":0,"area":"alignment"}],"next_cursor":null}