Improving Back-Translation with Uncertainty-based Confidence Estimation. - Shuo Wang 013; Yang Liu 005; Chao Wang 049; Huanbo Luan; Maosong Sun 001 (EMNLP/IJCNLP (1), 2019)

On the Inference Calibration of Neural Machine Translation. - Shuo Wang 013; Zhaopeng Tu; Shuming Shi 001; Yang Liu 005 (ACL, 2020)

THUMT: An Open-Source Toolkit for Neural Machine Translation. - Zhixing Tan; Jiacheng Zhang; Xuancheng Huang; Gang Chen 039; Shuo Wang 013; Maosong Sun 001; Huanbo Luan; Yang Liu 005 (AMTA, 2020)

Tsinghua University Neural Machine Translation Systems for CCMT 2020. - Gang Chen 039; Shuo Wang 013; Xuancheng Huang; Zhixing Tan; Maosong Sun 001; Yang Liu 005 (CCMT, 2020)

Neural machine translation: A review of methods, resources, and tools. - Zhixing Tan; Shuo Wang 013; Zonghan Yang; Gang Chen 039; Xuancheng Huang; Maosong Sun 001; Yang Liu 005 (AI Open, 2020)

On the Language Coverage Bias for Neural Machine Translation. - Shuo Wang 013; Zhaopeng Tu; Zhixing Tan; Shuming Shi 001; Maosong Sun 001; Yang Liu 005 (ACL/IJCNLP (Findings), 2021)

Language Models are Good Translators. - Shuo Wang 013; Zhaopeng Tu; Zhixing Tan; Wenxuan Wang 001; Maosong Sun 001; Yang Liu 005 (CoRR, 2021)

MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators. - Zhixing Tan; Xiangwen Zhang; Shuo Wang 013; Yang Liu 005 (ACL (1), 2022)

Integrating Vectorized Lexical Constraints for Neural Machine Translation. - Shuo Wang 013; Zhixing Tan; Yang Liu 005 (ACL (1), 2022)

A Template-based Method for Constrained Neural Machine Translation. - Shuo Wang 013; Peng Li 030; Zhixing Tan; Zhaopeng Tu; Maosong Sun 001; Yang Liu 005 (EMNLP, 2022)

TemplateGEC: Improving Grammatical Error Correction with Detection Template. - Yinghao Li; Xuebo Liu 002; Shuo Wang 013; Peiyuan Gong; Derek F. Wong; Yang Gao 016; Heyan Huang; Min Zhang 005 (ACL (1), 2023)

Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf. - Yuzhuang Xu; Shuo Wang 013; Peng Li 030; Fuwen Luo; Xiaolong Wang 014; Weidong Liu; Yang Liu 005 (CoRR, 2023)

INTERVENOR: Prompt the Coding Ability of Large Language Models with the Interactive Chain of Repairing. - Hanbin Wang; Zhenghao Liu 001; Shuo Wang 013; Ganqu Cui; Ning Ding 002; Zhiyuan Liu 001; Ge Yu 001 (CoRR, 2023)

INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair. - Hanbin Wang; Zhenghao Liu 001; Shuo Wang 013; Ganqu Cui; Ning Ding 002; Zhiyuan Liu 001; Ge Yu 001 (ACL (Findings), 2024)

LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks. - Hanqing Wang 003; Bowen Ping; Shuo Wang 013; Xu Han 007; Yun Chen 007; Zhiyuan Liu 001; Maosong Sun 001 (ACL (1), 2024)

UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset. - Haoyu Wang; Shuo Wang 013; Yukun Yan; Xujia Wang; Zhiyu Yang; Yuzhuang Xu; Zhenghao Liu 001; Liner Yang; Ning Ding 002; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (ACL (1), 2024)

MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization. - Zhiyu Yang; Zihan Zhou; Shuo Wang 013; Xin Cong; Xu Han 007; Yukun Yan; Zhenghao Liu 001; Zhixing Tan; Pengyuan Liu; Dong Yu; Zhiyuan Liu 001; Xiaodong Shi; et al. (ACL (Findings), 2024)

ınftyBench: Extending Long Context Evaluation Beyond 100K Tokens. - Xinrong Zhang; Yingfa Chen; Shengding Hu; Zihang Xu; Junhao Chen; Moo Khai Hao; Xu Han 007; Zhen Leng Thai; Shuo Wang 013; Zhiyuan Liu 001; Maosong Sun 001 (ACL (1), 2024)

Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages. - Yuanchi Zhang; Yile Wang 001; Zijun Liu; Shuo Wang 013; Xiaolong Wang 014; Peng Li 030; Maosong Sun 001; Yang Liu 005 (ACL (1), 2024)

MCTS: A Multi-Reference Chinese Text Simplification Dataset. - Ruining Chong; Luming Lu; Liner Yang; Jinran Nie; Zhenghao Liu 001; Shuo Wang 013; Shuhan Zhou; Yaoxin Li; Erhong Yang (LREC/COLING, 2024)

Pluggable Neural Machine Translation Models via Memory-augmented Adapters. - Yuzhuang Xu; Shuo Wang 013; Peng Li 030; Xuebo Liu 002; Xiaolong Wang 014; Weidong Liu; Yang Liu 005 (LREC/COLING, 2024)

Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models. - Bowen Ping; Shuo Wang 013; Hanqing Wang 003; Xu Han 007; Yuzhuang Xu; Yukun Yan; Yun Chen 007; Baobao Chang; Zhiyuan Liu 001; Maosong Sun 001 (NeurIPS, 2024)

OneBit: Towards Extremely Low-bit Large Language Models. - Yuzhuang Xu; Xu Han 007; Zonghan Yang; Shuo Wang 013; Qingfu Zhu; Zhiyuan Liu 001; Weidong Liu; Wanxiang Che (NeurIPS, 2024)

OMGEval: An Open Multilingual Generative Evaluation Benchmark for Large Language Models. - Yang Liu 359; Meng Xu; Shuo Wang 013; Liner Yang; Haoyu Wang; Zhenghao Liu 001; Cunliang Kong; Yun Chen 007; Yang Liu 005; Maosong Sun 001; Erhong Yang (CoRR, 2024)

ActiveRAG: Revealing the Treasures of Knowledge via Active Learning. - Zhipeng Xu; Zhenghao Liu 001; Yibin Liu; Chenyan Xiong; Yukun Yan; Shuo Wang 013; Shi Yu 001; Zhiyuan Liu 001; Ge Yu 001 (CoRR, 2024)

∞Bench: Extending Long Context Evaluation Beyond 100K Tokens. - Xinrong Zhang; Yingfa Chen; Shengding Hu; Zihang Xu; Junhao Chen; Moo Khai Hao; Xu Han 007; Zhen Leng Thai; Shuo Wang 013; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

From Text to CQL: Bridging Natural Language and Corpus Search Engine. - Luming Lu; Jiyuan An; Yujie Wang; Liner Yang; Cunliang Kong; Zhenghao Liu 001; Shuo Wang 013; Haozhe Lin; Mingwei Fang; Yaping Huang; Erhong Yang (CoRR, 2024)

Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression. - Xinze Li; Zhenghao Liu 001; Chenyan Xiong; Shi Yu 001; Yukun Yan; Shuo Wang 013; Ge Yu 001 (CoRR, 2024)

MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning. - Hanqing Wang 003; Zeguan Xiao; Yixia Li; Shuo Wang 013; Guanhua Chen 001; Yun Chen 007 (CoRR, 2024)

RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework. - Kunlun Zhu; Yifan Luo; Dingling Xu; Ruobing Wang; Shi Yu 001; Shuo Wang 013; Yukun Yan; Zhenghao Liu 001; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

Enhancing the Code Debugging Ability of LLMs via Communicative Agent Based Data Refinement. - Weiqing Yang; Hanbin Wang; Zhenghao Liu 001; Xinze Li; Yukun Yan; Shuo Wang 013; Yu Gu 002; Minghe Yu; Zhiyuan Liu 001; Ge Yu 001 (CoRR, 2024)

Configurable Foundation Models: Building LLMs from a Modular Perspective. - Chaojun Xiao; Zhengyan Zhang; Chenyang Song; Dazhi Jiang; Feng Yao; Xu Han 007; Xiaozhi Wang; Shuo Wang 013; Yufei Huang 008; Guanyu Lin; Yingfa Chen; Weilin Zhao; et al. (CoRR, 2024)

Enabling Real-Time Conversations with Minimal Training Costs. - Wang Xu; Shuo Wang 013; Weilin Zhao; Xu Han 007; Yukun Yan; Yudi Zhang; Zhe Tao; Zhiyuan Liu 001; Wanxiang Che (CoRR, 2024)

Retriever-and-Memory: Towards Adaptive Note-Enhanced Retrieval-Augmented Generation. - Ruobing Wang; Daren Zha; Shi Yu 001; Qingfei Zhao; Yuxuan Chen; Yixuan Wang; Shuo Wang 013; Yukun Yan; Zhenghao Liu 001; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

LLM⨉MapReduce: Simplified Long-Sequence Processing using Large Language Models. - Zihan Zhou; Chong Li; Xinyi Chen; Shuo Wang 013; Yu Chao; Zhili Li; Haoyu Wang; Rongqiao An; Qi Shi 002; Zhixing Tan; Xu Han 007; Xiaodong Shi; et al. (CoRR, 2024)

KBAlign: Efficient Self Adaptation on Specific Knowledge Bases. - Zheni Zeng; Yuxuan Chen; Shi Yu 001; Yukun Yan; Zhenghao Liu 001; Shuo Wang 013; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

Understanding and Mitigating the Uncertainty in Zero-Shot Translation. - Wenxuan Wang 001; Wenxiang Jiao; Shuo Wang 013; Zhaopeng Tu; Michael R. Lyu (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information. - Bowen Ping; Jiali Zeng; Fandong Meng; Shuo Wang 013; Jie Zhou 016; Shanghang Zhang (ACL (Findings), 2025)

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation. - Xuanle Zhao; Xianzhen Luo; Qi Shi 002; Chi Chen 005; Shuo Wang 013; Zhiyuan Liu 001; Maosong Sun 001 (ACL (1), 2025)

LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models. - Zihan Zhou; Chong Li; Xinyi Chen; Shuo Wang 013; Yu Chao; Zhili Li; Haoyu Wang; Qi Shi 002; Zhixing Tan; Xu Han 007; Xiaodong Shi; Zhiyuan Liu 001; et al. (ACL (1), 2025)

RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework. - Kunlun Zhu; Yifan Luo; Dingling Xu; Yukun Yan; Zhenghao Liu 001; Shi Yu 001; Ruobing Wang; Shuo Wang 013; Yishan Li; Nan Zhang; Xu Han 007; Zhiyuan Liu 001; et al. (ACL (1), 2025)

RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards. - Xinze Li; Sen Mei; Zhenghao Liu 001; Yukun Yan; Shuo Wang 013; Shi Yu 001; Zheni Zeng; Hao Chen; Ge Yu 001; Zhiyuan Liu 001; Maosong Sun 001; Chenyan Xiong (ICLR, 2025)

VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents. - Shi Yu 001; Chaoyue Tang; Bokai Xu; Junbo Cui; Junhao Ran; Yukun Yan; Zhenghao Liu 001; Shuo Wang 013; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (ICLR, 2025)

MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning. - Hanqing Wang 003; Yixia Li; Shuo Wang 013; Guanhua Chen 001; Yun Chen 007 (NAACL (Long Papers), 2025)

MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning. - Xujia Wang; Haiyan Zhao; Shuo Wang 013; Hanqing Wang 003; Zhiyuan Liu 001 (NAACL (Findings), 2025)

COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis. - Weiqing Yang; Hanbin Wang; Zhenghao Liu 001; Xinze Li; Yukun Yan; Shuo Wang 013; Yu Gu 002; Minghe Yu; Zhiyuan Liu 001; Ge Yu 001 (NAACL (Findings), 2025)

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation. - Xuanle Zhao; Xianzhen Luo; Qi Shi 002; Chi Chen 005; Shuo Wang 013; Wanxiang Che; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

Process Reinforcement through Implicit Rewards. - Ganqu Cui; Lifan Yuan; Zefan Wang; Hanbin Wang; Wendi Li; Bingxiang He; Yuchen Fan; Tianyu Yu 002; Qixin Xu; Weize Chen; Jiarui Yuan; Huayu Chen; et al. (CoRR, 2025)

DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection. - Yingli Shen; Wen Lai; Shuo Wang 013; Xueren Zhang; Kangyang Luo; Alexander Fraser 001; Maosong Sun 001 (CoRR, 2025)

Exploring the Impact of Personality Traits on LLM Bias and Toxicity. - Shuo Wang 013; Renhao Li; Xi Chen; Yulin Yuan; Derek F. Wong; Min Yang 007 (CoRR, 2025)

Building a Coding Assistant via the Retrieval-Augmented Language Model. - Xinze Li; Hanbin Wang; Zhenghao Liu 001; Shi Yu 001; Shuo Wang 013; Yukun Yan; Yukai Fu; Yu Gu 002; Ge Yu 001 (ACM Trans. Inf. Syst., 2025)

LLM⨉MapReduce-V2: Entropy-Driven Convolutional Test-Time Scaling for Generating Long-Form Articles from Extremely Long Resources. - Haoyu Wang; Yujia Fu; Zhu Zhang; Shuo Wang 013; Zirui Ren; Xiaorong Wang; Zhili Li; Chaoqun He; Bo An 001; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora. - Yingli Shen; Wen Lai; Shuo Wang 013; Kangyang Luo; Alexander Fraser 001; Maosong Sun 001 (CoRR, 2025)

A Survey of LLM ⨉ DATA. - Xuanhe Zhou; Junxuan He; Wei Zhou; Haodong Chen; Zirui Tang; Haoyu Zhao; Xin Tong; Guoliang Li 001; Youmin Chen; Jun Zhou; Zhaojun Sun; Binyuan Hui; et al. (CoRR, 2025)

Monocle: Hybrid Local-Global In-Context Evaluation for Long-Text Generation with Uncertainty-Based Active Learning. - Xiaorong Wang; Ting Yang; Zhu Zhang; Shuo Wang 013; Zihan Zhou; Liner Yang; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage. - Xuanle Zhao; Zilin Sang; Yuxuan Li; Qi Shi 002; Weilun Zhao; Shuo Wang 013; Duzhen Zhang; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

Learning to Route Queries Across Knowledge Bases for Step-wise Retrieval-Augmented Reasoning. - Chunyi Peng; Zhipeng Xu; Zhenghao Liu 001; Yishan Li; Yukun Yan; Shuo Wang 013; Zhiyuan Liu 001; Yu Gu 002; Minghe Yu; Ge Yu 001; Maosong Sun 001 (CoRR, 2025)

ConsRec: Denoising Sequential Recommendation through User-Consistent Preference Modeling. - Haidong Xin; Qiushi Xiong; Zhenghao Liu 001; Sen Mei; Yukun Yan; Shi Yu 001; Shuo Wang 013; Yu Gu 002; Ge Yu 001; Chenyan Xiong (CoRR, 2025)

A*-Thought: Efficient Reasoning via Bidirectional Compression for Low-Resource Settings. - Xiaoang Xu; Shuo Wang 013; Xu Han 007; Zhenghao Liu 001; Huijia Wu; Peipei Li; Zhiyuan Liu 001; Maosong Sun 001; Zhaofeng He (CoRR, 2025)

MiniCPM4: Ultra-Efficient LLMs on End Devices. - Chaojun Xiao; Yuxuan Li; Xu Han 007; Yuzhuo Bai; Jie Cai; Haotian Chen; Wentong Chen; Xin Cong; Ganqu Cui; Ning Ding 002; Shengda Fan; Yewei Fang; et al. (CoRR, 2025)

ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization. - Zhensheng Jin; Xinze Li; Yifan Ji; Chunyi Peng; Zhenghao Liu 001; Qi Shi 002; Yukun Yan; Shuo Wang 013; Furong Peng; Ge Yu 001 (CoRR, 2025)

ADAMIX: Adaptive Mixed-Precision Delta-Compression with Quantization Error Optimization for Large Language Models. - Boya Xiong; Shuo Wang 013; Weifeng Ge; Guanhua Chen 001; Yun Chen 007 (CoRR, 2025)

LegalΔ: Enhancing Legal Reasoning in LLMs via Reinforcement Learning with Chain-of-Thought Guided Information Gain. - Xin Dai; Buqiang Xu; Zhenghao Liu 001; Yukun Yan; Huiyuan Xie; Xiaoyuan Yi; Shuo Wang 013; Ge Yu 001 (CoRR, 2025)

PC-Sampler: Position-Aware Calibration of Decoding Bias in Masked Diffusion Models. - Pengcheng Huang 004; Shuhao Liu; Zhenghao Liu 001; Yukun Yan; Shuo Wang 013; Zulong Chen; Tong Xiao (CoRR, 2025)

Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization. - Shaohua Duan; Xinze Li; Zhenghao Liu 001; Xiaoyuan Yi; Yukun Yan; Shuo Wang 013; Yu Gu 002; Ge Yu 001; Maosong Sun 001 (CoRR, 2025)