一作ICLR 2026Poster· Reinforcement Learning / Online
RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling
Yang Liu · Jiaqi Li · Zilong Zheng
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Yang Liu · Jiaqi Li · Zilong Zheng
Yang Liu · Hongming Li · Melissa Xiaohui Qin · Chao Huang · Qiankun Liu
We present SemanticQA, an evaluation suite designed to assess language models (LMs) in semantic phrase processing tasks. The benchmark consolidates existing multiword expression (MwE) resources and reorganizes them into a unified testbed. It covers both general lexical phenomena, such as lexical...