long-context model

Beyond Many-Shot Translation: Scaling In-Context Demonstrations For Low-Resource Machine Translation EACL 2026 Counting-Stars: A Multi-evidence, Position-aware, and Scalable Benchmark for Evaluating Long-Context Large Language Models COLING 2025 EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents AAAI 2025 In-Context Learning with Long-Context Models: An In-Depth Exploration NAACL 2025 L-CiteEval: A Suite for Evaluating Fidelity of Long-context Models ACL 2025 Literary Evidence Retrieval via Long-Context Language Models ACL 2025 Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG ICLR 2025 LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation ACL 2025 NitiBench: Benchmarking LLM Frameworks on Thai Legal Question Answering Capabilities EMNLP 2025 Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models ACL 2025 TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention ICLR 2025 BookWorm: A Dataset for Character Description and Analysis EMNLP 2024 Can’t Remember Details in Long Documents? You Need Some R&R EMNLP 2024 Evaluating Multilingual Long-Context Models for Retrieval and Reasoning EMNLP 2024 Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models EMNLP 2024 mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024 Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems EMNLP 2024 TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation EMNLP 2024 Adapting Pretrained Text-to-Text Models for Long Text Sequences EMNLP 2023 Beyond Goldfish Memory: Long-Term Open-Domain Conversation ACL 2022 Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models ACL 2022