29 citations · 31 across the 9 of their papers we have counts for
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cs.CL2026
Our Own Jev: Typed Decisions in One Forward Pass, from an In-House Judge to Open LoRA Models
Yuchuan Weng, Chi Liu, Xin Chen +1
A typed decision maps evidence, a question and a fixed set of options to a probability for every option, computed in one forward pass, by reading a language model's logits or a sma…
cs.CL2026
Coordinated Semantic Alignment and Evidence Constraints for Retrieval-Augmented Generation with Large Language Models
Xin Chen, Saili Uday Gadgil, Jiarong Qiu
Retrieval augmented generation mitigates limitations of large language models in factual consistency and knowledge updating by introducing external knowledge. However, practical ap…