Xin Zhou

29 papers A* 5B 2Journal 14Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learn Hard Problems During RL with Reference Guided Fine-tuning.
CoRR
Yangzhen Wu, Shanda Li, Zixin Wen, Xin Zhou, Ameet Talwalkar, Yiming Yang, Wenhao Huang, Tianle Cai
2025 J jnl
Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation.
CoRR
Yi Lu, Wanxu Zhao, Xin Zhou, Chenxin An, Chenglong Wang, Shuo Li, Yuming Yang, Jun Zhao, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
First Return, Entropy-Eliciting Explore.
CoRR
Tianyu Zheng, Tianshun Xing, Qingshui Gu, Taoran Liang, Xingwei Qu, Xin Zhou, Yizhi Li, Zhoufutu Wen, Chenghua Lin, Wenhao Huang, Qian Liu, Ge Zhang, Zejun Ma
2025 J jnl
FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction.
CoRR
Zhiyuan Zeng, Jiashuo Liu, Siyuan Chen, Tianci He, Yali Liao, Jinpeng Wang, Zaiyuan Wang, Yang Yang, Lingyue Yin, Mingren Yin, Zhenwei Zhu, Tianle Cai, Zehui Chen, Jiecao Chen, Yantao Du, Xiang Gao, Jiacheng Guo, Liang Hu, Jianpeng Jiao, Xiangsheng Li, Jingkai Liu, Shuang Ni, Zhoufutu Wen, Ge Zhang, Kaiyuan Zhang, Xin Zhou, Jose H. Blanchet, Xipeng Qiu, Mengdi Wang, Wenhao Huang
2025 J jnl
Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models.
CoRR
Xin Zhou, Yiwen Guo, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling.
CoRR
Yizhi Li, Qingshui Gu, Zhoufutu Wen, Ziniu Li, Tianshun Xing, Shuyue Guo, Tianyu Zheng, Xin Zhou, Xingwei Qu, Wangchunshu Zhou, Zheng Zhang, Wei Shen, Qian Liu, Chenghua Lin, Jian Yang, Ge Zhang, Wenhao Huang
2024 J jnl
Are Large Language Models Good Prompt Optimizers?
CoRR
Ruotian Ma, Xiaolei Wang, Xin Zhou, Jian Li, Nan Du, Tao Gui, Qi Zhang, Xuanjing Huang
2024 — conf
LongHeads: Multi-Head Attention is Secretly a Long Context Processor.
EMNLP (Findings)
Yi Lu, Xin Zhou, Wei He, Jun Zhao, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
LongHeads: Multi-Head Attention is Secretly a Long Context Processor.
CoRR
Yi Lu, Xin Zhou, Wei He, Jun Zhao, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang
2024 — conf
Making Harmful Behaviors Unlearnable for Large Language Models.
ACL (Findings)
Xin Zhou, Yi Lu, Ruotian Ma, Yujian Wei, Tao Gui, Qi Zhang, Xuanjing Huang
2024 A* conf
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs.
EMNLP
Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2024 J jnl
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs.
CoRR
Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2023 — conf
Coarse-to-fine Few-shot Learning for Named Entity Recognition.
ACL (Findings)
Ruotian Ma, Zhang Lin, Xuanting Chen, Xin Zhou, Junzhe Wang, Tao Gui, Qi Zhang, Xiang Gao, Yun Wen Chen
2023 — conf
Learning "O" Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER.
ACL (1)
Ruotian Ma, Xuanting Chen, Zhang Lin, Xin Zhou, Junzhe Wang, Tao Gui, Qi Zhang, Xiang Gao, Yun Wen Chen
2023 J jnl
Making Harmful Behaviors Unlearnable for Large Language Models.
CoRR
Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2023 — conf
TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference.
EMNLP (Findings)
Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
2023 — conf
TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations.
ACL (Findings)
Xin Zhou, Yi Lu, Ruotian Ma, Tao Gui, Yuran Wang, Yong Ding, Yibo Zhang, Qi Zhang, Xuanjing Huang
2023 A* conf
Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View.
EMNLP
Ruotian Ma, Xiaolei Wang, Xin Zhou, Qi Zhang, Xuanjing Huang
2022 B conf
LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases.
COLING
Zichu Fei, Xin Zhou, Tao Gui, Qi Zhang, Xuanjing Huang
2022 B conf
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks.
COLING
Xin Zhou, Ruotian Ma, Yicheng Zou, Xuanting Chen, Tao Gui, Qi Zhang, Xuanjing Huang, Rui Xie, Wei Wu
2022 A* conf
ProofInfer: Generating Proof via Iterative Hierarchical Inference.
EMNLP
Zichu Fei, Qi Zhang, Xin Zhou, Tao Gui, Xuanjing Huang
2022 A* conf
Searching for Optimal Subword Tokenization in Cross-domain NER.
IJCAI
Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui
2022 J jnl
Searching for Optimal Subword Tokenization in Cross-domain NER.
CoRR
Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang
2022 — conf
Template-free Prompt Tuning for Few-shot NER.
NAACL-HLT
Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Linyang Li, Qi Zhang, Xuanjing Huang
2022 A* conf
TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion.
EMNLP
Xin Zhou, Jinzhu Lu, Tao Gui, Ruotian Ma, Zichu Fei, Yuran Wang, Yong Ding, Yibo Cheung, Qi Zhang, Xuanjing Huang
2021 J jnl
Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models.
CoRR
Xin Zhou, Ruotian Ma, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang
2021 J jnl
Template-free Prompt Tuning for Few-shot NER.
CoRR
Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Qi Zhang, Xuanjing Huang
2021 — conf
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing.
ACL (demo)
Xiao Wang, Qin Liu, Tao Gui, Qi Zhang, Yicheng Zou, Xin Zhou, Jiacheng Ye, Yongxin Zhang, Rui Zheng, Zexiong Pang, Qinzhuo Wu, Zhengyan Li, Chong Zhang, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xingwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Shan Qin, Bolin Zhu, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang
2021 J jnl
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing.
CoRR
Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xingwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang