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cs.CL2026
Do Reviewers Still Reward Lexical Complexity? A Frozen-Rater Study of Preference Drift in 124K ICLR Reviews
Jiabin Zheng
Large language models have collapsed the cost of producing lexically elaborate prose, and whether peer reviewers still reward it is a question about the evaluator, not about the te…
cs.CL2025
Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection
Shiman Zhao, Shangyuan Li, Wei Chen +4
Few-shot Multi-label Intent Detection (MID) is crucial for dialogue systems, aiming to detect multiple intents of utterances in low-resource dialogue domains. Previous studies focu…