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Papers
Awakening Dormant Experts:Counterfactual Routing to Mitigate MoE Hallucinations
ACL 2026
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Long-tail Knowledge
ACL 2026
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs
NAACL 2025
KE-MHISTO: Towards a Multilingual Historical Knowledge Extraction Benchmark for Addressing the Long-Tail Problem
ACL 2025
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering
EMNLP 2025
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models
ACL 2024
Large Language Models Struggle to Learn Long-Tail Knowledge
ICML 2023