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cs.CL2026
ChunQiuTR: Time-Keyed Temporal Retrieval in Classical Chinese Annals
Yihao Wang, Zijian He, Jie Ren +1
Retrieval shapes how language models access and ground knowledge in retrieval-augmented generation (RAG). In historical research, the target is often not an arbitrary relevant pass…
cs.CL2023★ 1 cited
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study
Polina Zablotskaia, Du Phan, Joshua Maynez +3
Modern deep models for summarization attains impressive benchmark performance, but they are prone to generating miscalibrated predictive uncertainty. This means that they assign hi…