HwTscSU's Submissions on WAT 2022 Shared Task. - Yilun Liu 001; Zhen Zhang; Shimin Tao; Junhui Li; Hao Yang 006 (WAT@COLING, 2022)

Incorporating Multilingual Knowledge Distillation into Machine Translation Evaluation. - Min Zhang 005; Hao Yang 006; Shimin Tao; Yanqing Zhao; Xiaosong Qiao; Yinlu Li; Chang Su 001; Minghan Wang; Jiaxin Guo; Yilun Liu 001; Ying Qin (CCKS, 2022)

Target-Side Language Model for Reference-Free Machine Translation Evaluation. - Min Zhang 005; Xiaosong Qiao; Hao Yang 006; Shimin Tao; Yanqing Zhao; Yinlu Li; Chang Su 001; Minghan Wang; Jiaxin Guo; Yilun Liu 001; Ying Qin (CCMT, 2022)

Part Represents Whole: Improving the Evaluation of Machine Translation System Using Entropy Enhanced Metrics. - Yilun Liu 001; Shimin Tao; Chang Su 001; Min Zhang 042; Yanqing Zhao; Hao Yang 006 (AACL/IJCNLP (Findings), 2022)

Partial Could Be Better than Whole. HW-TSC 2022 Submission for the Metrics Shared Task. - Yilun Liu 001; Xiaosong Qiao; Zhanglin Wu; Chang Su 001; Min Zhang 005; Yanqing Zhao; Song Peng; Shimin Tao; Hao Yang 006; Ying Qin; Jiaxin Guo; Minghan Wang; et al. (WMT, 2022)

Incorporating Pinyin into Pipeline Named Entity Recognition from Chinese Speech. - Min Zhang 005; Xiaosong Qiao; Yanqing Zhao; Chang Su 001; Yinglu Li; Ming Zhu 010; Junhao Zhu; Yuang Li; Xiaofeng Zhao; Yilun Liu 001; Wenbing Ma; Mengyao Piao; et al. (APSIPA ASC, 2023)

DA-Parser: A Pre-trained Domain-aware Parsing Framework for Heterogeneous Log Analysis. - Shimin Tao; Yilun Liu 001; Weibin Meng; Jingyu Wang 001; Yanqing Zhao; Chang Su 001; Weinan Tian; Min Zhang 042; Hao Yang 006; Xun Chen (COMPSAC, 2023)

Biglog: Unsupervised Large-scale Pre-training for a Unified Log Representation. - Shimin Tao; Yilun Liu 001; Weibin Meng; Zuomin Ren; Hao Yang 006; Xun Chen; Liang Zhang; Yuming Xie; Chang Su 001; Xiaosong Oiao; Weinan Tian; Yichen Zhu; et al. (IWQoS, 2023)

HW-TSC at SemEval-2023 Task 7: Exploring the Natural Language Inference Capabilities of ChatGPT and Pre-trained Language Model for Clinical Trial. - Xiaofeng Zhao; Min Zhang 005; Miaomiao Ma; Chang Su 001; Yilun Liu 001; Minghan Wang; Xiaosong Qiao; Jiaxin Guo; Yinglu Li; Wenbing Ma (SemEval@ACL, 2023)

Empowering a Metric with LLM-assisted Named Entity Annotation: HW-TSC's Submission to the WMT23 Metrics Shared Task. - Zhanglin Wu; Yilun Liu 001; Min Zhang 005; Xiaofeng Zhao; Junhao Zhu; Ming Zhu 010; Xiaosong Qiao; Jingfei Zhang; Miaomiao Ma; Yanqing Zhao; Song Peng; Shimin Tao; et al. (WMT, 2023)

LogPrompt: Prompt Engineering Towards Zero-Shot and Interpretable Log Analysis. - Yilun Liu 001; Shimin Tao; Weibin Meng; Jingyu Wang 001; Wenbing Ma; Yanqing Zhao; Yuhang Chen; Hao Yang 006; Yanfei Jiang; Xun Chen (CoRR, 2023)

Automatic Instruction Optimization for Open-source LLM Instruction Tuning. - Yilun Liu 001; Shimin Tao; Xiaofeng Zhao; Ming Zhu 010; Wenbing Ma; Junhao Zhu; Chang Su 001; Yutai Hou; Miao Zhang; Min Zhang 042; Hongxia Ma; Li Zhang; et al. (CoRR, 2023)

Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation. - Yuan Ge 001; Yilun Liu 001; Chi Hu; Weibin Meng; Shimin Tao; Xiaofeng Zhao; Mahong Xia; Zhang Li; Boxing Chen; Hao Yang 006; Bei Li; Tong Xiao; et al. (EMNLP, 2024)

CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning. - Yilun Liu 001; Shimin Tao; Xiaofeng Zhao; Ming Zhu 010; Wenbing Ma; Junhao Zhu; Chang Su 001; Yutai Hou; Miao Zhang; Min Zhang; Hongxia Ma; Li Zhang; et al. (ICDE, 2024)

LogPrompt: Prompt Engineering Towards Zero-Shot and Interpretable Log Analysis. - Yilun Liu 001; Shimin Tao; Weibin Meng; Feiyu Yao; Xiaofeng Zhao; Hao Yang 006 (ICSE Companion, 2024)

From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation. - Haofei Zhao; Yilun Liu 001; Shimin Tao; Weibin Meng; Yimeng Chen; Xiang Geng; Chang Su 001; Min Zhang 005; Hao Yang 006 (IJCNN, 2024)

Interpretable Online Log Analysis Using Large Language Models with Prompt Strategies. - Yilun Liu 001; Shimin Tao; Weibin Meng; Jingyu Wang 001; Wenbing Ma; Yuhang Chen; Yanqing Zhao; Hao Yang 006; Yanfei Jiang (ICPC, 2024)

HW-TSC at SemEval-2024 Task 5: Self-Eval? A Confident LLM System for Auto Prediction and Evaluation for the Legal Argument Reasoning Task. - Xiaofeng Zhao; Xiaosong Qiao; Kaiwen Ou; Min Zhang 005; Chang Su 001; Mengyao Piao; Yuang Li; Yinglu Li; Ming Zhu 010; Yilun Liu 001 (SemEval@NAACL, 2024)

Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation. - Yuan Ge 001; Yilun Liu 001; Chi Hu; Weibin Meng; Shimin Tao; Xiaofeng Zhao; Hongxia Ma; Li Zhang; Hao Yang 006; Tong Xiao (CoRR, 2024)

From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation. - Haofei Zhao; Yilun Liu 001; Shimin Tao; Weibin Meng; Yimeng Chen; Xiang Geng; Chang Su 001; Min Zhang 042; Hao Yang 006 (CoRR, 2024)

LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis. - Tianyu Cui; Shiyu Ma; Ziang Chen; Tong Xiao; Shimin Tao; Yilun Liu 001; Shenglin Zhang; Duoming Lin; Changchang Liu; Yuzhe Cai; Weibin Meng; Yongqian Sun; et al. (CoRR, 2024)

What Do You Want? User-centric Prompt Generation for Text-to-image Synthesis via Multi-turn Guidance. - Yilun Liu 001; Minggui He; Feiyu Yao; Yuhe Ji; Shimin Tao; Jingzhou Du; Duan Li; Jian Gao; Li Zhang; Hao Yang 006; Boxing Chen; Osamu Yoshie (CoRR, 2024)

Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge. - Yuhe Ji; Yilun Liu 001; Feiyu Yao; Minggui He; Shimin Tao; Xiaofeng Zhao; Chang Su 001; Xinhua Yang; Weibin Meng; Yuming Xie; Boxing Chen; Hao Yang 006 (CoRR, 2024)

Multi-Source Log Parsing With Pre-Trained Domain Classifier. - Yilun Liu 001; Shimin Tao; Weibin Meng; Jingyu Wang 001; Hao Yang 006; Yanfei Jiang (IEEE Trans. Netw. Serv. Manag., 2024)

SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training. - Ce Zhou; Yilun Liu 001; Weibin Meng; Shimin Tao; Weinan Tian; Feiyu Yao; Xiaochun Li; Tao Han; Boxing Chen; Hao Yang 006 (AAAI, 2025)

LogLM: From Task-Based to Instruction-Based Automated Log Analysis. - Yilun Liu 001; Yuhe Ji; Shimin Tao; Minggui He; Weibin Meng; Shenglin Zhang; Yongqian Sun; Yuming Xie; Boxing Chen; Hao Yang 006 (SEIP@ICSE, 2025)

R1-T1: Fully Incentivizing Translation Capability in LLMs via Reasoning Learning. - Minggui He; Yilun Liu 001; Shimin Tao; Yuanchang Luo; Hongyong Zeng; Chang Su 001; Li Zhang; Hongxia Ma; Daimeng Wei; Weibin Meng; Hao Yang 006; Boxing Chen; et al. (CoRR, 2025)

MIDB: Multilingual Instruction Data Booster for Enhancing Multilingual Instruction Synthesis. - Yilun Liu 001; Chunguang Zhao; Xinhua Yang; Hongyong Zeng; Shimin Tao; Weibin Meng; Minggui He; Chang Su 001; Yan Yu; Hongxia Ma; Li Zhang; Daimeng Wei; et al. (CoRR, 2025)

ELSPR: Evaluator LLM Training Data Self-Purification on Non-Transitive Preferences via Tournament Graph Reconstruction. - Yan Yu; Yilun Liu 001; Minggui He; Shimin Tao; Weibin Meng; Xinhua Yang; Li Zhang; Hongxia Ma; Chang Su 001; Hao Yang 006; Fuliang Li (CoRR, 2025)