long-context processing

blue at SemEval-2026 Task 4: Synergizing Long-Context Reranking with Semantic Similarity for Narrative Alignment SemEval 2026 Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning ACL 2026 HitKV: Activation Frequency Knows Which Tokens Are Important AAAI 2026 Logic Haystacks: Probing LLMs’ Long-Context Logical Reasoning (Without Easily Identifiable Unrelated Padding) EACL 2026 Read As Human: Compressing Context via Parallelizable Close Reading and Skimming ACL 2026 RetroLM: Retrieval-Augmented KVs for Long-Context Processing AAAI 2026 Boosting Long-Context Information Seeking via Query-Guided Activation Refilling ACL 2025 Does quantization affect models’ performance on long-context tasks? EMNLP 2025 HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing NAACL 2025 Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs AAAI 2025 LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios 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 Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing ACL 2025 Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts EMNLP 2025 V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding ICCV 2025 GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models EMNLP 2024 LongHeads: Multi-Head Attention is Secretly a Long Context Processor EMNLP 2024 QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024