conftrace_

context compression

43 papers

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Co-occurring keywords · papers mentioning both

large language model (24) retrieval-augmented generation (10) question answering (10) long context (7) in-context learning (6) model compression (6) information retrieval (5) attention mechanism (5) inference efficiency (4) long-context processing (3)

Papers

Understanding and Improving Information Preservation in Prompt Compression for LLMs EMNLP 2025 CompAct: Compressing Retrieved Documents Actively for Question Answering EMNLP 2024 Compressed Context Memory for Online Language Model Interaction ICLR 2024 Concise and Precise Context Compression for Tool-Using Language Models ACL 2024 Dodo: Dynamic Contextual Compression for Decoder-only LMs ACL 2024 In-context Autoencoder for Context Compression in a Large Language Model ICLR 2024 In-Context Former: Lightning-fast Compressing Context for Large Language Model EMNLP 2024 InfiniPot: Infinite Context Processing on Memory-Constrained LLMs EMNLP 2024 LLoCO: Learning Long Contexts Offline EMNLP 2024 LoCoCo: Dropping In Convolutions for Long Context Compression ICML 2024 RECOMP: Improving Retrieval-Augmented LMs with Context Compression and Selective Augmentation ICLR 2024 Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs ACL 2024 SEGMENT+: Long Text Processing with Short-Context Language Models EMNLP 2024 StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses NeurIPS 2024 xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token NeurIPS 2024 Adapting Language Models to Compress Contexts EMNLP 2023 Compressing Context to Enhance Inference Efficiency of Large Language Models EMNLP 2023 Context Compression for Auto-regressive Transformers with Sentinel Tokens EMNLP 2023