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Yuning Mao

  1. LIMA: Less Is More for Alignment
    2023/05/18 by Chunting Zhou, Zhou, Chunting, Pengfei Liu +27 · 6 voices · 125 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL #cs.LG
  2. Llama 2: Open Foundation and Fine-Tuned Chat Models
    2023/07/18 by Hugo Touvron, Louis Martin, Touvron, Hugo +133 · 1497 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  3. Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
    2023/12/07 by Hakan Inan, Kartikeya Upasani, Inan, Hakan +19 · 193 citations
    Computer Science · Health Professions · #Hate Speech and Cyberbullying Detection #Interpreting and Communication in Healthcare
  4. Towards a Unified Multi-Dimensional Evaluator for Text Generation
    2022/10/13 by Ming Zhong, Yang Liu, Zhong, Ming +15 · 25 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  5. Progressive Prompts: Continual Learning for Language Models
    2023/01/29 by Anastasia Razdaibiedina, Yuning Mao, Razdaibiedina, Anastasia +8 · 26 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  6. Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
    2024/02/26 by Mikayel Samvelyan, Samvelyan, Mikayel, Sharath Chandra Raparthy +21 · 35 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence in Games #Information and Cyber Security
  7. MART: Improving LLM Safety with Multi-round Automatic Red-Teaming
    2023/11/13 by Suyu Ge, Chunting Zhou, Ge, Suyu +13 · 25 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  8. Residual Prompt Tuning: Improving Prompt Tuning with Residual Reparameterization
    2023/05/06 by Anastasia Razdaibiedina, Razdaibiedina, Anastasia, Yuning Mao +10 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  9. XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models
    2023/01/25 by Davis Liang, Liang, Davis, Hila Gonen +13 · 10 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
  10. UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
    2021/10/14 by Yuning Mao, Lambert Mathias, Mao, Yuning +13 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  11. Representation Deficiency in Masked Language Modeling
    2023/02/04 by Meng Yu, Meng, Yu, Jitin Krishnan +14 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  12. CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision
    2022/05/12 by Yuning Mao, Ming Zhong, Mao, Yuning +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Topic Modeling
  13. Improving Model Factuality with Fine-grained Critique-based Evaluator
    2024/10/24 by Yiqing Xie, Xie, Yiqing, Wenxuan Zhou +20 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
  14. Generating Representative Headlines for News Stories
    2020/01/26 by Xiaotao Gu, Yuning Mao, Gu, Xiaotao +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  15. M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning
    2024/09/24 by Taowen Wang, Wang, Taowen, Yiyang Liu +24 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis
  16. Diversity-driven Data Selection for Language Model Tuning through Sparse Autoencoder
    2025/02/19 by Xianjun Yang, Yang, Xianjun, Shaoliang Nie +13 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  17. SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction
    2021/09/24 by Yuxin Xiao, Xiao, Yuxin, Zecheng Zhang +7 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  18. Discretizing Reward Models
    2026/06/19 by Vijay Viswanathan, Shiqi Wang, Devamanyu Hazarika +4 · 1 voice
    Computer Science · #cs.LG
  19. Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation
    2020/10/24 by Yuning Mao, Mao, Yuning, Xiang Ren +5 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques