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Chuang, Yung-Sung

  1. DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
    2023/09/07 by Yung-Sung Chuang, Yujia Xie, Chuang, Yung-Sung +9 · 3 voices · 65 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
  2. SUPERB: Speech processing Universal PERformance Benchmark
    2021/05/03 by Shu-Wen Yang, Po-Han Chi, Yang, Shu-wen +37 · 68 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  3. Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps
    2024/07/09 by Yung-Sung Chuang, Chuang, Yung-Sung, Linlu Qiu +9 · 2 voices · 23 citations
    Psychology · #cs.CL #cs.AI #cs.LG
  4. Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images
    2023/06/13 by Lu, Ming Y., Chen, Bowen, Zhang, Andrew +6 · 20 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Curiosity-driven Red-teaming for Large Language Models
    2024/02/29 by Hong, Zhang-Wei, Shenfeld, Idan, Wang, Tsun-Hsuan +5 · 18 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization
    2024/06/23 by Cheng-Yu Hsieh, Hsieh, Cheng-Yu, Yung-Sung Chuang +18 · 16 citations
    Neuroscience · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Behavioral Psychology Studies
  7. A Large-Scale Evaluation of Speech Foundation Models
    2024/04/15 by Yang, Shu-wen, Chang, Heng-Jui, Huang, Zili +18 · 13 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
    2022/04/21 by Yung-Sung Chuang, Chuang, Yung-Sung, Rumen Dangovski +17 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  9. Meta CLIP 2: A Worldwide Scaling Recipe
    2025/07/29 by Yung-Sung Chuang, Li Yang, Chuang, Yung-Sung +27 · 15 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  10. SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models
    2025/02/13 by Yung-Sung Chuang, Benjamin Cohen-Wang, Chuang, Yung-Sung +15 · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Recommender Systems and Techniques
  11. PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition
    2021/06/10 by Cheng-I Lai, Lai, Cheng-I Jeff, Alexander H. Liu +16 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  12. Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering
    2023/05/26 by Chuang, Yung-Sung, Fang, Wei, Li, Shang-Wen +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. SAIL: Search-Augmented Instruction Learning
    2023/05/24 by Luo, Hongyin, Chuang, Yung-Sung, Gong, Yuan +6 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Learning to Attribute with Attention
    2025/04/18 by Cohen-Wang, Benjamin, Chuang, Yung-Sung, Madry, Aleksander · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning
    2023/09/19 by Zhang, Tianhua, Ge, Jiaxin, Luo, Hongyin +7 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. SpeechBERT: An Audio-and-text Jointly Learned Language Model for End-to-end Spoken Question Answering
    2019/10/25 by Chuang, Yung-Sung, Liu, Chi-Liang, Lee, Hung-Yi +1 · 1 citation
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  17. Mitigating Biases in Toxic Language Detection through Invariant Rationalization
    2021/06/14 by Chuang, Yung-Sung, Gao, Mingye, Luo, Hongyin +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering
    2022/03/09 by Guan-Ting Lin, Lin, Guan-Ting, Yung-Sung Chuang +17 · 1 citation
    Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling
  19. SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering
    2024/01/24 by Chyi-Jiunn Lin, Guan-Ting Lin, Lin, Chyi-Jiunn +13 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Sound (cs.SD) #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering
  20. Zero-Shot Dense Retrieval with Embeddings from Relevance Feedback
    2024/10/28 by Jedidi, Nour, Chuang, Yung-Sung, Shing, Leslie +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)