conftrace_

prompt compression

32 papers

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Co-occurring keywords

large language model (13587) model compression (3302) long context (121) token-level compression (3) retrieval-augmented generation (1592) inference efficiency (248) efficient inference (233) in-context learning (1405) knowledge distillation (3725) text compression (27)

Papers

A Novel Matching Paradigm: Unified Generative and Discriminative LLM with Prompt Compression for Relevance Learning ACL 2026
Revitalizing Black-Box Interpretability: Actionable Interpretability for LLMs via Proxy Models ACL 2026
IterCOMP: Reasoning-aware Adaptive Prompt Compression for Multi-hop Question Answering ACL 2026
500xCompressor: Generalized Prompt Compression for Large Language Models ACL 2025
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025
ProCut: LLM Prompt Compression via Attribution Estimation EMNLP 2025
Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference AAAI 2025
Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs AAAI 2025
DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression ACL 2025
CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025
Understanding and Improving Information Preservation in Prompt Compression for LLMs EMNLP 2025
Prompt Compression for Large Language Models: A Survey NAACL 2025
PromptOptMe: Error-Aware Prompt Compression for LLM-based MT Evaluation Metrics NAACL 2025
DisComp: A Two-Stage Prompt Optimization Framework Combining Task-Agnostic and Task-Aware Compression NAACL 2025
A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM COLING 2025
PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models IJCAI 2025
Token-Budget-Aware LLM Reasoning ACL 2025
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning ACL 2025
ClusterAttn: KV Cache Compression under Intrinsic Attention Clustering ACL 2025
Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization EMNLP 2024
KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches EMNLP 2024
Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles EMNLP 2024
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression EMNLP 2024
Protecting Your LLMs with Information Bottleneck NIPS 2024
Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability EMNLP 2024