Hugging Peers

Xia, Long

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5 papers 2025–2026

$F^2$DR: A Fine-Grained Full-Pipeline Reward Framework for DeepSearch Workflows

Xiong, Bojian, Ding, Wentao, Lu, Yujing, Zhang, Shaowei, Shi, Ling, Liao, Jing
+8 more show fewer
Wang, Yan, Zhang, Yueyang, Xia, Long, Sun, Zhiyuan, Shi, Daiting, HE, Jingzhou, Ren, Yuqi, Xiong, Deyi
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards

Wei, Xiaolong, Lu, Bo, Zhang, Xingyu, Zhao, Zhejun, Shen, Dongdong, Xia, Long
+1 more show fewer
Yin, Dawei
2025-01 Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing

ConsistRM: Improving Generative Reward Models via Consistency-Aware Self-Training

Liang, Yu, Liu, Liangxin, Wang, Longzheng, Wangyan, Yueyang, Zhang, Xia, Long
+2 more show fewer
Sun, Zhiyuan, Shi, Daiting
2026-01 Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework

Qin, Kai, Liu, Liangxin, Liang, Yu, Wang, Longzheng, Wangyan, Yueyang, Zhang
+4 more show fewer
Xia, Long, Sun, Zhiyuan, Liu, Houde, Shi, Daiting
2026-01 Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

UniCreative: Unifying Long-form Logic and Short-form Sparkle via Reference-Free Reinforcement Learning

Wei, Xiaolong, Zhu, Zerun, Niu, Simin, Zhang, Xingyu, Yu, Peiying, Xiao, Changxuan
+6 more show fewer
Li, Yuchen, Yang, Jicheng, Zhao, Zhejun, Meng, Chong, Xia, Long, Shi, Daiting
2026-01 Findings of the Association for Computational Linguistics: ACL 2026