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Hua Wu

  1. ERNIE: Enhanced Representation through Knowledge Integration
    2019/04/19 by Yu Sun, Shuohuan Wang, Sun, Yu +17 · 1 voice · 44 citations
    Computer Science · #cs.CL
  2. RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering
    2020/10/16 by Yingqi Qu, Qu, Yingqi, Yuchen Ding +15 · 37 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  3. DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications
    2017/11/14 by Wei He, Kai Liu, He, Wei +22 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  4. Unified Structure Generation for Universal Information Extraction
    2022/03/23 by Yaojie Lu, Lu, Yaojie, Qing Liu +13 · 20 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #Web Data Mining and Analysis
  5. RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking
    2021/10/14 by Ruiyang Ren, Yingqi Qu, Ren, Ruiyang +13 · 12 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  6. ERNIE 2.0: A Continual Pre-training Framework for Language Understanding
    2019/07/29 by Yu Sun, Sun, Yu, Shuohuan Wang +11 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. Towards Conversational Recommendation over Multi-Type Dialogs
    2020/05/08 by Zeming Liu, Liu, Zeming, Haifeng Wang +9 · 9 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Recommender Systems and Techniques
  8. ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts
    2022/10/27 by Zhida Feng, Feng, Zhida, Zhenyu Zhang +26 · 11 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  9. Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking
    2025/02/19 by Yilong Chen, Junyuan Shang, Chen, Yilong +17 · 19 citations
    Computer Science · Engineering · #Cognitive Science and Mapping #Computation and Language (cs.CL) #Design Education and Practice #FOS: Computer and information sciences
  10. NACL: A General and Effective KV Cache Eviction Framework for LLMs at Inference Time
    2024/08/07 by Yilong Chen, Chen, Yilong, Guoxia Wang +17 · 12 citations
    Computer Science · Social Sciences · Business, Management and Accounting · #Digital Rights Management and Security #Artificial Intelligence in Law #Financial Distress and Bankruptcy Prediction
  11. SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis
    2020/05/12 by Hao Tian, Can Gao, Tian, Hao +13 · 5 citations
    Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Text and Document Classification Technologies
  12. DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation
    2021/09/18 by Zeming Liu, Haifeng Wang, Liu, Zeming +7 · 5 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining
  13. ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding
    2022/10/12 by Qiming Peng, Peng, Qiming, Yinxu Pan +27 · 5 citations
    Computer Science · #Handwritten Text Recognition Techniques #Text and Document Classification Technologies #Multimodal Machine Learning Applications
  14. Tool-Augmented Reward Modeling
    2023/10/02 by Lei Li, Li, Lei, Yekun Chai +11 · 6 citations
    Business, Management and Accounting · #Business Process Modeling and Analysis #Corporate Governance and Management
  15. Long Time No See! Open-Domain Conversation with Long-Term Persona Memory
    2022/03/11 by Xinchao Xu, Xu, Xinchao, Zhibin Gou +11 · 4 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Persona Design and Applications #Topic Modeling
  16. Autoregressive Pre-Training on Pixels and Texts
    2024/04/16 by Yekun Chai, Qingyi Liu, Chai, Yekun +9 · 4 citations
    Arts and Humanities · Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #EFL/ESL Teaching and Learning #FOS: Computer and information sciences #Second Language Acquisition and Learning
  17. DuTrust: A Sentiment Analysis Dataset for Trustworthiness Evaluation
    2021/08/30 by Lijie Wang, Hao Liu, Wang, Lijie +13 · 2 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Artificial Intelligence in Healthcare and Education
  18. GEM-2: Next Generation Molecular Property Prediction Network by Modeling Full-range Many-body Interactions
    2022/08/11 by Lihang Liu, Liu, Lihang, Donglong He +11 · 2 citations
    Chemistry · Computer Science · Materials Science · #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Molecular Networks (q-bio.MN) #Quantitative Methods (q-bio.QM) #Various Chemistry Research Topics
  19. ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval
    2022/05/18 by Yuxiang Lu, Lu, Yuxiang, Yiding Liu +19 · 2 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  20. ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation
    2020/01/26 by Dongling Xiao, Xiao, Dongling, Han Zhang +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  21. HFT: Half Fine-Tuning for Large Language Models
    2024/04/29 by Tingfeng Hui, Zhenyu Zhang, Hui, Tingfeng +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  22. TOME: A Two-stage Approach for Model-based Retrieval
    2023/05/18 by Ruiyang Ren, Wayne Xin Zhao, Ren, Ruiyang +9 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
  23. BASES: Large-scale Web Search User Simulation with Large Language Model based Agents
    2024/02/27 by Ruiyang Ren, Ren, Ruiyang, Peng Qiu +13 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling #Web Data Mining and Analysis
  24. ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding
    2020/10/23 by Dongling Xiao, Xiao, Dongling, Yukun Li +11 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  25. Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering
    2018/08/11 by Di Jiang, Yuanfeng Song, Jiang, Di +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  26. PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation
    2021/09/20 by Siqi Bao, He Huang, Bao, Siqi +25 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  27. TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations
    2021/12/23 by Xin Tian, Tian, Xin, Huang, Xinxian +24 · 1 citation
    Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
  28. Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation
    2022/05/25 by Yanrui Du, Jing Yan, Du, Yanrui +14 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  29. ERNIE 5.0 Technical Report
    2026/02/04 by Haifeng Wang, Hua Wu, Tian Wu +432 · 2 voices
    Computer Science · #cs.CL
  30. An Interpretability Evaluation Benchmark for Pre-trained Language Models
    2022/07/28 by Yaozong Shen, Lijie Wang, Shen, Yaozong +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  31. Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals
    2022/04/15 by Zeming Liu, Jun Xu, Liu, Zeming +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  32. DeepRicci: Self-supervised Graph Structure-Feature Co-Refinement for Alleviating Over-squashing
    2024/01/23 by Li Sun, Zhenhao Huang, Sun, Li +11 · 2 citations
    Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection
    2019/06/05 by Chaotao Chen, Chen, Chaotao, Jinhua Peng +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  34. Exploring the Causality of End-to-End Autonomous Driving
    2024/07/09 by Jiankun Li, Hao Li, Li, Jiankun +15 · 1 citation
    Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Transportation and Mobility Innovations
  35. Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards
    2022/10/21 by Yekun Chai, Shuohuan Wang, Chai, Yekun +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  36. Mixture of Hidden-Dimensions Transformer
    2024/12/07 by Yilong Chen, Chen, Yilong, Junyuan Shang +15 · 1 citation
    Computer Science · #Sensor Technology and Measurement Systems
  37. OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding
    2026/07/29 by Jingbo Zhou, Yusai Zhao, Qi Bao +12
    Computer Science · #cs.AI #cs.CL #cs.HC
  38. Enough is as good as a feast: A Comprehensive Analysis of How Reinforcement Learning Mitigates Task Conflicts in LLMs
    2026/07/24 by Zixuan Ren, Jinliang Lu, Junhong Wu +5
    #cs.CL