conftrace_

long-context evaluation

8 papers

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language model (4) large language model (3) long context (2) context window (2) context length (2) evaluation benchmark (2) context understanding (2) benchmark evaluation (2) needle in haystack (1) document comprehension (1)

Papers

Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval over haystacks EACL 2026 100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability? ACL 2025 MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens NAACL 2025 Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models NAACL 2025 On Many-Shot In-Context Learning for Long-Context Evaluation ACL 2025 ∞Bench: Extending Long Context Evaluation Beyond 100K Tokens ACL 2024 M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models ACL 2024 TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation EMNLP 2024