long context

Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval ACL 2025 Semantic Masking in a Needle-in-a-haystack Test for Evaluating Large Language Model Long-Text Capabilities COLING 2025 Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts EMNLP 2025 Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference ACL 2025 SQLong: Enhanced NL2SQL for Longer Contexts with LLMs ACL 2025 Squeezed Attention: Accelerating Long Context Length LLM Inference ACL 2025 Structured Packing in LLM Training Improves Long Context Utilization AAAI 2025 Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025 ThinK: Thinner Key Cache by Query-Driven Pruning ICLR 2025 TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection EMNLP 2025 Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts EMNLP 2025 Towards Infinite-Long Prefix in Transformer EMNLP 2025 Towards Long Context Hallucination Detection NAACL 2025 Unstructured Evidence Attribution for Long Context Query Focused Summarization EMNLP 2025 Wavelet-based Positional Representation for Long Context ICLR 2025 What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs ACL 2025 An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding NeurIPS 2024 BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack NeurIPS 2024 BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models COLING 2024 Base of RoPE Bounds Context Length NeurIPS 2024 ∞Bench: Extending Long Context Evaluation Beyond 100K Tokens ACL 2024 Can’t Remember Details in Long Documents? You Need Some R&R EMNLP 2024 CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending ACL 2024 Effective Long-Context Scaling of Foundation Models NAACL 2024 Evaluating Very Long-Term Conversational Memory of LLM Agents ACL 2024