context compression

Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs ACL 2026 Beyond the Context Window: Scaling Agentic RL via End-to-end Optimized Context Compression ACL 2026 Bridging the Memorization-Utilization Gap: Near-Lossless Context Compression via Reinforcement Learning ACL 2026 Frozen LLMs are Native Decoders for High-Norm Semantic Vectors ACL 2026 GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment ACL 2026 Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation AAAI 2026 Read As Human: Compressing Context via Parallelizable Close Reading and Skimming ACL 2026 SADA: Bridging In-Context Learning and Fine-Tuning via State-Aligned Distillation Adapters ACL 2026 SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression ACL 2026 Yume1.5: A Text-Controlled Interactive World Generation Model CVPR 2026 AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding ACL 2025 A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression ACL 2025 AttnComp: Attention-Guided Adaptive Context Compression for Retrieval-Augmented Generation EMNLP 2025 DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens ACL 2025 E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning EMNLP 2025 ECoRAG: Evidentiality-guided Compression for Long Context RAG ACL 2025 Enhancing RAG Efficiency with Adaptive Context Compression EMNLP 2025 EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation ACL 2025 LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models ACL 2025 OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Question Answering EMNLP 2025 PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025 Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models EMNLP 2025 Pretraining Context Compressor for Large Language Models with Embedding-Based Memory ACL 2025 QUITO-X: A New Perspective on Context Compression from the Information Bottleneck Theory EMNLP 2025 TableKV: KV Cache Compression for In-Context Table Processing ACL 2025