Entity answer extraction of web table. - Yangbo Xu; Zhengtao Yu 001; Cunli Mao; Yasheng Wang; Jianyi Guo (FSKD, 2010)

Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association. - Yasheng Wang; Yang Zhang; Bing Liu (EMNLP, 2017)

GPT-based Generation for Classical Chinese Poetry. - Yi Liao; Yasheng Wang; Qun Liu 001; Xin Jiang 002 (CoRR, 2019)

NEZHA: Neural Contextualized Representation for Chinese Language Understanding. - Junqiu Wei 001; Xiaozhe Ren; Xiaoguang Li; Wenyong Huang; Yi Liao; Yasheng Wang; Jiashu Lin; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (CoRR, 2019)

Enhancing Recurrent Neural Networks with Sememes. - Yujia Qin; Fanchao Qi; Sicong Ouyang; Zhiyuan Liu 001; Cheng Yang 002; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (CoRR, 2019)

Multi-channel Reverse Dictionary Model. - Lei Zhang; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (CoRR, 2019)

Multi-Channel Reverse Dictionary Model. - Lei Zheng; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (AAAI, 2020)

Unified Mandarin TTS Front-end Based on Distilled BERT Model. - Yang Zhang; Liqun Deng; Yasheng Wang (CoRR, 2020)

Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning. - Chenglei Si; Zhengyan Zhang; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (CoRR, 2020)

Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes. - Yujia Qin; Fanchao Qi; Sicong Ouyang; Zhiyuan Liu 001; Cheng Yang 002; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. - Fanchao Qi; Mukai Li; Yangyi Chen; Zhengyan Zhang; Zhiyuan Liu 001; Yasheng Wang; Maosong Sun 001 (ACL/IJCNLP (1), 2021)

Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning. - Chenglei Si; Zhengyan Zhang; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (ACL/IJCNLP (Findings), 2021)

ServiceBERT: A Pre-trained Model for Web Service Tagging and Recommendation. - Xin Wang 114; Pingyi Zhou; Yasheng Wang; Xiao Liu 004; Jin Liu 016; Hao Wu 010 (ICSOC, 2021)

Red Alarm for Pre-trained Models: Universal Vulnerabilities by Neuron-Level Backdoor Attacks. - Zhengyan Zhang; Guangxuan Xiao; Yongwei Li; Tian Lv; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Xin Jiang 002; Maosong Sun 001 (CoRR, 2021)

CLSEBERT: Contrastive Learning for Syntax Enhanced Code Pre-Trained Model. - Xin Wang 114; Yasheng Wang; Pingyi Zhou; Fei Mi; Meng Xiao; Yadao Wang; Li Li 029; Xiao Liu 004; Hao Wu 010; Jin Liu 016; Xin Jiang 002 (CoRR, 2021)

CINS: Comprehensive Instruction for Few-shot Learning in Task-oriented Dialog Systems. - Fei Mi; Yitong Li; Yasheng Wang; Xin Jiang 002; Qun Liu 001 (CoRR, 2021)

CCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation detection and diagnosis. - Nianzu Zheng; Liqun Deng; Wenyong Huang; Yu Ting Yeung; Baohua Xu; Yuanyuan Guo; Yasheng Wang; Xin Jiang 002; Qun Liu 001 (CoRR, 2021)

JABER: Junior Arabic BERt. - Abbas Ghaddar; Yimeng Wu; Ahmad Rashid; Khalil Bibi; Mehdi Rezagholizadeh; Chao Xing; Yasheng Wang; Duan Xinyu; Zhefeng Wang 001; Baoxing Huai; Xin Jiang 002; Qun Liu 001; et al. (CoRR, 2021)

LMTurk: Few-Shot Learners as Crowdsourcing Workers. - Mengjie Zhao; Fei Mi; Yasheng Wang; Minglei Li; Xin Jiang 002; Qun Liu 001; Hinrich Schütze (CoRR, 2021)

CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems. - Fei Mi; Yasheng Wang; Yitong Li (AAAI, 2022)

UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation. - Zhengkun Zhang; Xiaojun Meng; Yasheng Wang; Xin Jiang 002; Qun Liu 001; Zhenglu Yang (AAAI, 2022)

UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues. - Xinyan Zhao; Bin He 005; Yasheng Wang; Yitong Li; Fei Mi; Yajiao Liu; Xin Jiang 002; Qun Liu 001; Huanhuan Chen (DialDoc@ACL, 2022)

Compilable Neural Code Generation with Compiler Feedback. - Xin Wang 114; Yasheng Wang; Yao Wan 001; Fei Mi; Yitong Li; Pingyi Zhou; Jin Liu 016; Hao Wu 010; Xin Jiang 002; Qun Liu 001 (ACL (Findings), 2022)

Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation. - Yihe Wang; Yitong Li; Yasheng Wang; Fei Mi; Pingyi Zhou; Xin Wang 114; Jin Liu 016; Xin Jiang 002; Qun Liu 001 (COLING, 2022)

AEG: Argumentative Essay Generation via A Dual-Decoder Model with Content Planning. - Jianzhu Bao; Yasheng Wang; Yitong Li; Fei Mi; Ruifeng Xu 001 (EMNLP, 2022)

Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing. - Abbas Ghaddar; Yimeng Wu; Sunyam Bagga; Ahmad Rashid; Khalil Bibi; Mehdi Rezagholizadeh; Chao Xing; Yasheng Wang; Xinyu Duan; Zhefeng Wang 001; Baoxing Huai; Xin Jiang 002; et al. (EMNLP, 2022)

Momentum Contrastive Pre-training for Question Answering. - Minda Hu; Muzhi Li; Yasheng Wang; Irwin King (EMNLP, 2022)

Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering. - Yazheng Li; Pengyun Wang; Yasheng Wang; Yong Dai 001; Yadao Wang; Lujia Pan; Zenglin Xu (EMNLP (Findings), 2022)

Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation. - Zhexin Zhang; Jiale Cheng; Hao Sun 012; Jiawen Deng; Fei Mi; Yasheng Wang; Lifeng Shang; Minlie Huang (EMNLP (Findings), 2022)

Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark. - Jingyan Zhou; Jiawen Deng; Fei Mi; Yitong Li; Yasheng Wang; Minlie Huang; Xin Jiang 002; Qun Liu 001; Helen Meng (EMNLP (Findings), 2022)

CoCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation Detection and Diagnosis. - Nianzu Zheng; Liqun Deng; Wenyong Huang; Yu Ting Yeung; Baohua Xu; Yuanyuan Guo; Yasheng Wang; Xiao Chen 012; Xin Jiang 002; Qun Liu 001 (INTERSPEECH, 2022)

CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training. - Xin Wang 114; Yasheng Wang; Yao Wan 001; Jiawei Wang 003; Pingyi Zhou; Li Li 029; Hao Wu 010; Jin Liu 016 (NAACL-HLT (Findings), 2022)

LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework. - Mengjie Zhao; Fei Mi; Yasheng Wang; Minglei Li; Xin Jiang 002; Qun Liu 001; Hinrich Schütze (NAACL-HLT (Findings), 2022)

Sparse Structure Search for Delta Tuning. - Shengding Hu; Zhen Zhang; Ning Ding 002; Yadao Wang; Yasheng Wang; Zhiyuan Liu 001; Maosong Sun 001 (NeurIPS, 2022)

Source Code Summarization with Structural Relative Position Guided Transformer. - Zi Gong; Cuiyun Gao 001; Yasheng Wang; Wenchao Gu; Yun Peng 003; Zenglin Xu (SANER, 2022)

Towards Identifying Social Bias in Dialog Systems: Frame, Datasets, and Benchmarks. - Jingyan Zhou; Jiawen Deng; Fei Mi; Yitong Li; Yasheng Wang; Minlie Huang; Xin Jiang 002; Qun Liu 001; Helen Meng (CoRR, 2022)

PANGUBOT: Efficient Generative Dialogue Pre-training from Pre-trained Language Model. - Fei Mi; Yitong Li; Yulong Zeng; Jingyan Zhou; Yasheng Wang; Chuanfei Xu; Lifeng Shang; Xin Jiang 002; Shiqi Zhao; Qun Liu 001 (CoRR, 2022)

Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Understanding. - Abbas Ghaddar; Yimeng Wu; Sunyam Bagga; Ahmad Rashid; Khalil Bibi; Mehdi Rezagholizadeh; Chao Xing; Yasheng Wang; Duan Xinyu; Zhefeng Wang 001; Baoxing Huai; Xin Jiang 002; et al. (CoRR, 2022)

Sparse Structure Search for Parameter-Efficient Tuning. - Shengding Hu; Zhen Zhang; Ning Ding 002; Yadao Wang; Yasheng Wang; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2022)

PanGu-Coder: Program Synthesis with Function-Level Language Modeling. - Fenia Christopoulou; Gerasimos Lampouras; Milan Gritta; Guchun Zhang; Yinpeng Guo; Zhongqi Li; Qi Zhang; Meng Xiao; Bo Shen; Lin Li; Hao Yu 005; Li Yan; et al. (CoRR, 2022)

MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion. - Zi Gong; Yinpeng Guo; Pingyi Zhou; Cuiyun Gao 001; Yasheng Wang; Zenglin Xu (CoRR, 2022)

MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Constructing Moral Discussions. - Hao Sun 012; Zhexin Zhang; Fei Mi; Yasheng Wang; Wei Liu 005; Jianwei Cui 002; Bin Wang 004; Qun Liu 001; Minlie Huang (CoRR, 2022)

KPT: Keyword-Guided Pre-training for Grounded Dialog Generation. - Qi Zhu 007; Fei Mi; Zheng Zhang 020; Yasheng Wang; Yitong Li; Xin Jiang 002; Qun Liu 001; Xiaoyan Zhu 001; Minlie Huang (AAAI, 2023)

MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions. - Hao Sun 012; Zhexin Zhang; Fei Mi; Yasheng Wang; Wei Liu 005; Jianwei Cui 002; Bin Wang 004; Qun Liu 001; Minlie Huang (ACL (1), 2023)

A Synthetic Data Generation Framework for Grounded Dialogues. - Jianzhu Bao; Rui Wang 092; Yasheng Wang; Aixin Sun; Yitong Li; Fei Mi; Ruifeng Xu 001 (ACL (1), 2023)

DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering. - Pei Ke; Fei Huang 005; Fei Mi; Yasheng Wang; Qun Liu 001; Xiaoyan Zhu 001; Minlie Huang (ACL (1), 2023)

One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems. - Yajiao Liu; Xin Jiang 002; Yichun Yin; Yasheng Wang; Fei Mi; Qun Liu 001; Xiang Wan; Benyou Wang (ACL (1), 2023)

Retrieval-free Knowledge Injection through Multi-Document Traversal for Dialogue Models. - Rui Wang 092; Jianzhu Bao; Fei Mi; Yi Chen 007; Hongru Wang 003; Yasheng Wang; Yitong Li; Lifeng Shang; Kam-Fai Wong; Ruifeng Xu 001 (ACL (1), 2023)

HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks. - Zhengkun Zhang; Wenya Guo; Xiaojun Meng; Yasheng Wang; Yadao Wang; Xin Jiang 002; Qun Liu 001; Zhenglu Yang (ACL (Findings), 2023)

Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues. - Hongru Wang 003; Minda Hu; Yang Deng 002; Rui Wang 092; Fei Mi; Weichao Wang; Yasheng Wang; Wai-Chung Kwan; Irwin King; Kam-Fai Wong (EMNLP (Findings), 2023)

Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment. - Boyang Xue; Weichao Wang; Hongru Wang 003; Fei Mi; Rui Wang 092; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (EMNLP (Findings), 2023)

Lexicon-injected Semantic Parsing for Task-Oriented Dialog. - Xiaojun Meng; Wenlin Dai; Yasheng Wang; Baojun Wang; Zhiyong Wu 003; Xin Jiang 002; Qun Liu 001 (ICASSP, 2023)

History, Present and Future: Enhancing Dialogue Generation with Few-Shot History-Future Prompt. - Yihe Wang; Yitong Li; Yasheng Wang; Fei Mi; Pingyi Zhou; Jin Liu 016; Xin Jiang 002; Qun Liu 001 (ICASSP, 2023)

Learning Summary-Worthy Visual Representation for Abstractive Summarization in Video. - Zenan Xu; Xiaojun Meng; Yasheng Wang; Qinliang Su; Zexuan Qiu; Xin Jiang 002; Qun Liu 001 (IJCAI, 2023)

Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue. - Hongru Wang 003; Minda Hu; Yang Deng 002; Rui Wang 092; Fei Mi; Weichao Wang; Yasheng Wang; Wai-Chung Kwan; Irwin King; Kam-Fai Wong (CoRR, 2023)

Sub-Character Tokenization for Chinese Pretrained Language Models. - Chenglei Si; Zhengyan Zhang; Yingfa Chen; Fanchao Qi; Xiaozhi Wang; Zhiyuan Liu 001; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (Trans. Assoc. Comput. Linguistics, 2023)

Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks. - Zhengyan Zhang; Guangxuan Xiao; Yongwei Li; Tian Lv; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Xin Jiang 002; Maosong Sun 001 (Mach. Intell. Res., 2023)

Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions. - Xuming Hu; Xiaochuan Li 003; Junzhe Chen 001; Yinghui Li; Yangning Li; Xiaoguang Li; Yasheng Wang; Qun Liu 001; Lijie Wen 001; Philip S. Yu; Zhijiang Guo (ACL (Findings), 2024)

Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios. - Shijue Huang; Wanjun Zhong; Jianqiao Lu; Qi Zhu 011; Jiahui Gao; Weiwen Liu; Yutai Hou; Xingshan Zeng; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Ruifeng Xu 001; et al. (ACL (Findings), 2024)

Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation. - Yiwei Li 001; Fei Mi; Yitong Li; Yasheng Wang; Bin Sun 004; Shaoxiong Feng; Kan Li 001 (ACL (Findings), 2024)

ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models. - Haochen Tan; Zhijiang Guo; Zhan Shi 001; Lu Xu; Zhili Liu; Yunlong Feng; Xiaoguang Li; Yasheng Wang; Lifeng Shang; Qun Liu 001; Linqi Song (ACL (1), 2024)

SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model. - Lingyue Fu; Hao Guan; Kounianhua Du; Jianghao Lin; Wei Xia 001; Weinan Zhang 001; Ruiming Tang; Yasheng Wang; Yong Yu 001 (CIKM, 2024)

Improving Language Model Reasoning with Self-motivated Learning. - Yunlong Feng; Yang Xu 049; Libo Qin 001; Yasheng Wang; Wanxiang Che (LREC/COLING, 2024)

UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval. - Hongru Wang 003; Boyang Xue; Baohang Zhou; Rui Wang 092; Fei Mi; Weichao Wang; Yasheng Wang; Kam-Fai Wong (LREC/COLING, 2024)

PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models. - Haochen Tan; Zhijiang Guo; Zhan Shi 001; Lu Xu; Zhili Liu; Xiaoguang Li; Yasheng Wang; Lifeng Shang; Qun Liu 001; Linqi Song (CoRR, 2024)

YODA: Teacher-Student Progressive Learning for Language Models. - Jianqiao Lu; Wanjun Zhong; Yufei Wang 005; Zhijiang Guo; Qi Zhu 011; Wenyong Huang; Yanlin Wang 001; Fei Mi; Baojun Wang; Yasheng Wang; Lifeng Shang; Xin Jiang 002; et al. (CoRR, 2024)

Understanding the planning of LLM agents: A survey. - Xu Huang 008; Weiwen Liu; Xiaolong Chen; Xingmei Wang 001; Hao Wang 076; Defu Lian; Yasheng Wang; Ruiming Tang; Enhong Chen (CoRR, 2024)

Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions. - Xuming Hu; Xiaochuan Li 003; Junzhe Chen 001; Yinghui Li; Yangning Li; Xiaoguang Li; Yasheng Wang; Qun Liu 001; Lijie Wen 001; Philip S. Yu; Zhijiang Guo (CoRR, 2024)

WESE: Weak Exploration to Strong Exploitation for LLM Agents. - Xu Huang 008; Weiwen Liu; Xiaolong Chen; Xingmei Wang 001; Defu Lian; Yasheng Wang; Ruiming Tang; Enhong Chen (CoRR, 2024)

CodeGRAG: Extracting Composed Syntax Graphs for Retrieval Augmented Cross-Lingual Code Generation. - Kounianhua Du; Renting Rui; Huacan Chai; Lingyue Fu; Wei Xia 001; Yasheng Wang; Ruiming Tang; Yong Yu 001; Weinan Zhang 001 (CoRR, 2024)

CELA: Cost-Efficient Language Model Alignment for CTR Prediction. - Xingmei Wang 001; Weiwen Liu; Xiaolong Chen; Qi Liu 003; Xu Huang 008; Defu Lian; Xiangyang Li; Yasheng Wang; Zhenhua Dong; Ruiming Tang (CoRR, 2024)

Evaluating the External and Parametric Knowledge Fusion of Large Language Models. - Hao Zhang 048; Yuyang Zhang; Xiaoguang Li; Wenxuan Shi; Haonan Xu; Huanshuo Liu; Yasheng Wang; Lifeng Shang; Qun Liu 001; Yong Liu 020; Ruiming Tang (CoRR, 2024)

Chain-of-Probe: Examing the Necessity and Accuracy of CoT Step-by-Step. - Zezhong Wang 004; Xingshan Zeng; Weiwen Liu; Yufei Wang 005; Liangyou Li; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (CoRR, 2024)

CoIR: A Comprehensive Benchmark for Code Information Retrieval Models. - Xiangyang Li; Kuicai Dong; Yi Quan Lee; Wei Xia 001; Yichun Yin; Hao Zhang 048; Yong Liu 020; Yasheng Wang; Ruiming Tang (CoRR, 2024)

Entropy Law: The Story Behind Data Compression and LLM Performance. - Mingjia Yin; Chuhan Wu; Yufei Wang 005; Hao Wang 076; Wei Guo 006; Yasheng Wang; Yong Liu 020; Ruiming Tang; Defu Lian; Enhong Chen (CoRR, 2024)

RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation. - Qingyao Li; Wei Xia 001; Kounianhua Du; Xinyi Dai; Ruiming Tang; Yasheng Wang; Yong Yu 001; Weinan Zhang 001 (CoRR, 2024)

Flat-LoRA: Low-Rank Adaption over a Flat Loss Landscape. - Tao Li; Zhengbao He; Yujun Li; Yasheng Wang; Lifeng Shang; Xiaolin Huang (CoRR, 2024)

GUI Agents with Foundation Models: A Comprehensive Survey. - Shuai Wang 020; Weiwen Liu; Jingxuan Chen; Weinan Gan; Xingshan Zeng; Shuai Yu; Xinlong Hao; Kun Shao; Yasheng Wang; Ruiming Tang (CoRR, 2024)

NILE: Internal Consistency Alignment in Large Language Models. - Minda Hu; Qiyuan Zhang; Yufei Wang 005; Bowei He; Hongru Wang 003; Jingyan Zhou; Liangyou Li; Yasheng Wang; Chen Ma 001; Irwin King (CoRR, 2024)

Correction to: Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks. - Zhengyan Zhang; Guangxuan Xiao; Yongwei Li; Tian Lv; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Xin Jiang 002; Maosong Sun 001 (Mach. Intell. Res., 2024)

Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification. - Chengwu Liu 001; Ye Yuan 016; Yichun Yin; Yan Xu; Xin Xu; Zaoyu Chen; Yasheng Wang; Lifeng Shang; Qun Liu 001; Ming Zhang 004 (ACL (1), 2025)

DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation. - Jizheng Chen; Kounianhua Du; Xinyi Dai; Weiming Zhang; Xihuai Wang; Yasheng Wang; Ruiming Tang; Weinan Zhang 001; Yong Yu 001 (ACL (1), 2025)

Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation. - Kounianhua Du; Hanjing Wang; Jianxing Liu; Jizheng Chen; Xinyi Dai; Yasheng Wang; Ruiming Tang; Yong Yu 001; Jun Wang 012; Weinan Zhang 001 (ACL (Findings), 2025)

Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction. - Yuxin Jiang; Yufei Wang 005; Chuhan Wu; Xinyi Dai; Yan Xu; Weinan Gan; Yasheng Wang; Xin Jiang 002; Lifeng Shang; Ruiming Tang; Wei Wang (ACL (Findings), 2025)

CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation. - Qingyao Li; Xinyi Dai; Xiangyang Li; Weinan Zhang 001; Yasheng Wang; Ruiming Tang; Yong Yu 001 (ACL (Findings), 2025)

CoIR: A Comprehensive Benchmark for Code Information Retrieval Models. - Xiangyang Li; Kuicai Dong; Yi Quan Lee; Wei Xia 001; Hao Zhang 048; Xinyi Dai; Yasheng Wang; Ruiming Tang (ACL (1), 2025)

Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger. - Wenjun Li; Dexun Li; Kuicai Dong; Cong Zhang; Hao Zhang 048; Weiwen Liu; Yasheng Wang; Ruiming Tang; Yong Liu 020 (ACL (1), 2025)

Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge. - Qiyuan Zhang; Yufei Wang 005; Yuxin Jiang; Liangyou Li; Chuhan Wu; Yasheng Wang; Xin Jiang 002; Lifeng Shang; Ruiming Tang; Fuyuan Lyu; Chen Ma 001 (ACL (1), 2025)

Spa-Bench: a comprehensive Benchmark for Smartphone Agent Evaluation. - Jingxuan Chen; Derek Yuen; Bin Xie; Yuhao Yang; Gongwei Chen; Zhihao Wu; Li Yixing; Xurui Zhou; Weiwen Liu; Shuai Wang 020; Kaiwen Zhou; Rui Shao 001; et al. (ICLR, 2025)

Learning Evolving Tools for Large Language Models. - Guoxin Chen; Zhong Zhang; Xin Cong; Fangda Guo; Yesai Wu; Yankai Lin; Wenzheng Feng; Yasheng Wang (ICLR, 2025)

Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization. - Yuxin Jiang; Bo Huang; Yufei Wang 005; Xingshan Zeng; Liangyou Li; Yasheng Wang; Xin Jiang 002; Lifeng Shang; Ruiming Tang; Wei Wang (ICLR, 2025)

ToolACE: Winning the Points of LLM Function Calling. - Weiwen Liu; Xu Huang 008; Xingshan Zeng; Xinlong Hao; Shuai Yu; Dexun Li; Shuai Wang 020; Weinan Gan; Zhengying Liu; Yuanqing Yu; Zezhong Wang 004; Yuxian Wang; et al. (ICLR, 2025)

Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance. - Yaxi Lu; Shenzhi Yang; Cheng Qian 008; Guirong Chen; Qinyu Luo; Yesai Wu; Huadong Wang; Xin Cong; Zhong Zhang; Yankai Lin; Weiwen Liu; Yasheng Wang; et al. (ICLR, 2025)

RevisEval: Improving LLM-as-a-Judge via Response-Adapted References. - Qiyuan Zhang; Yufei Wang 005; Tiezheng Yu; Yuxin Jiang; Chuhan Wu; Liangyou Li; Yasheng Wang; Xin Jiang 002; Lifeng Shang; Ruiming Tang; Fuyuan Lyu; Chen Ma 001 (ICLR, 2025)

ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis. - Zezhong Wang 004; Xingshan Zeng; Weiwen Liu; Liangyou Li; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (NAACL (Long Papers), 2025)

Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step. - Zezhong Wang 004; Xingshan Zeng; Weiwen Liu; Yufei Wang 005; Liangyou Li; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (NAACL (Findings), 2025)

Dynamic data selection with normalized gradient-based influence approximation for targeted fine-tuning of LLMs. - Zige Wang; Qi Zhu 011; Fei Mi; Yasheng Wang; Haotian Wang; Lifeng Shang (Knowl. Based Syst., 2025)

A Survey on Multi-Turn Interaction Capabilities of Large Language Models. - Chen Zhang 003; Xinyi Dai; Yaxiong Wu 005; Qu Yang; Yasheng Wang; Ruiming Tang; Yong Liu 020 (CoRR, 2025)

ACEBench: Who Wins the Match Point in Tool Learning? - Chen Chen 017; Xinlong Hao; Weiwen Liu; Xu Huang 008; Xingshan Zeng; Shuai Yu; Dexun Li; Shuai Wang 020; Weinan Gan; Yuefeng Huang; Wulong Liu; Xinzhi Wang; et al. (CoRR, 2025)

Teaching LLMs According to Their Aptitude: Adaptive Reasoning for Mathematical Problem Solving. - Xin Xu; Yan Xu; Tianhao Chen; Yuchen Yan; Chengwu Liu 001; Zaoyu Chen; Yufei Wang 005; Yichun Yin; Yasheng Wang; Lifeng Shang; Qun Liu 001 (CoRR, 2025)

DocPuzzle: A Process-Aware Benchmark for Evaluating Realistic Long-Context Reasoning Capabilities. - Tianyi Zhuang; Chuqiao Kuang; Xiaoguang Li; Yihua Teng; Jihao Wu; Yasheng Wang; Lifeng Shang (CoRR, 2025)

DAST: Difficulty-Aware Self-Training on Large Language Models. - Boyang Xue; Qi Zhu 007; Hongru Wang 003; Rui Wang 092; Sheng Wang; Hongling Xu; Fei Mi; Yasheng Wang; Lifeng Shang; Qun Liu 001; Kam-Fai Wong (CoRR, 2025)

ToolACE-R: Tool Learning with Adaptive Self-Refinement. - Xingshan Zeng; Weiwen Liu; Xu Huang 008; Zezhong Wang 004; Lingzhi Wang 001; Liangyou Li; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Ruiming Tang; Qun Liu 001 (CoRR, 2025)

AdvKT: An Adversarial Multi-Step Training Framework for Knowledge Tracing. - Lingyue Fu; Ting Long; Jianghao Lin; Wei Xia 001; Xinyi Dai; Ruiming Tang; Yasheng Wang; Weinan Zhang 001; Yong Yu 001 (CoRR, 2025)

Pangu Ultra: Pushing the Limits of Dense Large Language Models on Ascend NPUs. - Yichun Yin; Wenyong Huang; Kaikai Song; Yehui Tang; Xueyu Wu; Wei Guo 006; Peng Guo; Yaoyuan Wang; Xiaojun Meng; Yasheng Wang; Dong Li 016; Can Chen; et al. (CoRR, 2025)

Advancing and Benchmarking Personalized Tool Invocation for LLMs. - Xu Huang 008; Yuefeng Huang; Weiwen Liu; Xingshan Zeng; Yasheng Wang; Ruiming Tang; Hong Xie 004; Defu Lian (CoRR, 2025)

Pangu Ultra MoE: How to Train Your Big MoE on Ascend NPUs. - Yehui Tang; Yichun Yin; Yaoyuan Wang; Hang Zhou; Yu Pan; Wei Guo 006; Zhiguo Zhang; Miao Rang; Fangcheng Liu; Naifu Zhang; Binghan Li; Yonghan Dong; et al. (CoRR, 2025)

ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution. - Xu Huang 008; Weiwen Liu; Xingshan Zeng; Yuefeng Huang; Xinlong Hao; Yuxian Wang; Yirong Zeng; Chuhan Wu; Yasheng Wang; Ruiming Tang; Defu Lian (CoRR, 2025)

NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging. - Weiming Zhang; Qingyao Li; Xinyi Dai; Jizheng Chen; Kounianhua Du; Weinan Zhang 001; Weiwen Liu; Yasheng Wang; Ruiming Tang; Yong Yu 001 (CoRR, 2025)

InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation. - Yunjia Xi; Jianghao Lin; Menghui Zhu; Yongzhao Xiao; Zhuoying Ou; Jiaqi Liu; Tong Wan; Bo Chen 023; Weiwen Liu; Yasheng Wang; Ruiming Tang; Weinan Zhang 001; et al. (CoRR, 2025)

Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering. - Kuicai Dong; Yujing Chang; Shijie Huang; Yasheng Wang; Ruiming Tang; Yong Liu 020 (CoRR, 2025)

The Real Barrier to LLM Agent Usability is Agentic ROI. - Weiwen Liu; Jiarui Qin; Xu Huang 008; Xingshan Zeng; Yunjia Xi; Jianghao Lin; Chuhan Wu; Yasheng Wang; Lifeng Shang; Ruiming Tang; Defu Lian; Yong Yu 001; et al. (CoRR, 2025)

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning. - Zezhong Wang 004; Xingshan Zeng; Weiwen Liu; Yufei Wang 005; Liangyou Li; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (CoRR, 2025)

Pangu Light: Weight Re-Initialization for Pruning and Accelerating LLMs. - Hanting Chen; Jiarui Qin; Jialong Guo; Tao Yuan; Yichun Yin; Huiling Zhen; Yasheng Wang; Jinpeng Li 004; Xiaojun Meng; Meng Zhang; Rongju Ruan; Zheyuan Bai; et al. (CoRR, 2025)

Pangu Embedded: An Efficient Dual-system LLM Reasoner with Metacognition. - Hanting Chen; Yasheng Wang; Kai Han 002; Dong Li 016; Lin Li; Zhenni Bi; Jinpeng Li 004; Haoyu Wang 003; Fei Mi; Mingjian Zhu; Bin Wang 027; Kaikai Song; et al. (CoRR, 2025)

Pangu DeepDiver: Adaptive Search Intensity Scaling via Open-Web Reinforcement Learning. - Wenxuan Shi; Haochen Tan; Chuqiao Kuang; Xiaoguang Li; Xiaozhe Ren; Chen Zhang; Hanting Chen; Yasheng Wang; Lifeng Shang; Fisher Yu 003; Yunhe Wang 001 (CoRR, 2025)

KDRL: Post-Training Reasoning LLMs via Unified Knowledge Distillation and Reinforcement Learning. - Hongling Xu; Qi Zhu 007; Heyuan Deng; Jinpeng Li; Lu Hou; Yasheng Wang; Lifeng Shang; Ruifeng Xu 001; Fei Mi (CoRR, 2025)

EssayBench: Evaluating Large Language Models in Multi-Genre Chinese Essay Writing. - Fan Gao; Dongyuan Li; Ding Xia; Fei Mi; Yasheng Wang; Lifeng Shang; Baojun Wang (CoRR, 2025)

Humanity's Last Code Exam: Can Advanced LLMs Conquer Human's Hardest Code Competition? - Xiangyang Li; Xiaopeng Li; Kuicai Dong; Quanhu Zhang; Rongju Ruan; Xinyi Dai; Xiaoshuang Liu; Shengchun Xu; Yasheng Wang; Ruiming Tang (CoRR, 2025)

QFFT, Question-Free Fine-Tuning for Adaptive Reasoning. - Wanlong Liu; Junxiao Xu; Fei Yu; Yukang Lin; Ke Ji; Wenyu Chen 001; Yan Xu; Yasheng Wang; Lifeng Shang; Benyou Wang (CoRR, 2025)

ReliableMath: Benchmark of Reliable Mathematical Reasoning on Large Language Models. - Boyang Xue; Qi Zhu 007; Rui Wang 092; Sheng Wang; Hongru Wang 003; Fei Mi; Yasheng Wang; Lifeng Shang; Qun Liu 001; Kam-Fai Wong (CoRR, 2025)

Fast, Slow, and Tool-augmented Thinking for LLMs: A Review. - Xinda Jia; Jinpeng Li 004; Zezhong Wang 004; Jingjing Li; Xingshan Zeng; Yasheng Wang; Weinan Zhang 001; Yong Yu 001; Weiwen Liu (CoRR, 2025)

ToolACE-MT: Non-Autoregressive Generation for Agentic Multi-Turn Interaction. - Xingshan Zeng; Weiwen Liu; Lingzhi Wang 001; Liangyou Li; Fei Mi; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (CoRR, 2025)