long context

Can Calibration of Positional Encodings Enhance Long Context Utilization? EACL 2026 Flora: Effortless Context Construction to Arbitrary Length and Scale AAAI 2026 HitKV: Activation Frequency Knows Which Tokens Are Important AAAI 2026 HyperGLLM: An Efficient Framework for Endpoint Threat Detection via Hypergraph-Enhanced Large Language Models AAAI 2026 KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context Inference EACL 2026 PagedEviction: Structured Block-wise KV Cache Pruning for Efficient Large Language Model Inference EACL 2026 Speech-Aware Long Context Pruning and Integration for Contextualized Automatic Speech Recognition AAAI 2026 We Are What We Repeatedly Do: Improving Long Context Instruction Following EACL 2026 D_2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models ICLR 2025 100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability? ACL 2025 A2ATS: Retrieval-Based KV Cache Reduction via Windowed Rotary Position Embedding and Query-Aware Vector Quantization ACL 2025 AIC CTU@FEVER 8: On-premise fact checking through long context RAG ACL 2025 A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts ICLR 2025 A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression ACL 2025 Benchmarking Long-Context Language Models on Long Code Understanding ACL 2025 BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models EMNLP 2025 Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding ICLR 2025 ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities ICLR 2025 Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHR Data ICLR 2025 Context Length Alone Hurts LLM Performance Despite Perfect Retrieval EMNLP 2025 CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts ACL 2025 Design Choices for Extending the Context Length of Visual Language Models ACL 2025 DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming AAAI 2025 Does quantization affect models’ performance on long-context tasks? EMNLP 2025 Dynamic Chunking and Selection for Reading Comprehension of Ultra-Long Context in Large Language Models ACL 2025