long-context language model

Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization ACL 2026 Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models AAAI 2026 Benchmarking Long-Context Language Models on Long Code Understanding ACL 2025 Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision EMNLP 2025 DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration ACL 2025 Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs ACL 2025 Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive‐k EMNLP 2025 Efficient Long Context Language Model Retrieval with Compression ACL 2025 Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models ACL 2025 ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models COLING 2025 Few-Shot Multilingual Coreference Resolution Using Long-Context Large Language Models EMNLP 2025 How to Train Long-Context Language Models (Effectively) ACL 2025 Inference Scaling for Long-Context Retrieval Augmented Generation ICLR 2025 Literary Evidence Retrieval via Long-Context Language Models ACL 2025 LOFT: Scalable and More Realistic Long-Context Evaluation NAACL 2025 Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel ACL 2025 Mitigating Posterior Salience Attenuation in Long-Context LLMs with Positional Contrastive Decoding ACL 2025 On Many-Shot In-Context Learning for Long-Context Evaluation ACL 2025 RazorAttention: Efficient KV Cache Compression Through Retrieval Heads ICLR 2025 Revisiting In-Context Learning with Long Context Language Models ACL 2025 Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models ACL 2025 Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025 Training Long-Context LLMs Efficiently via Chunk-wise Optimization ACL 2025 Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks NAACL 2024 CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models EMNLP 2024