Yung-Sung Chuang
- 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
- 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
- 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
- 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
- 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
- Meta CLIP 2: A Worldwide Scaling Recipe
2025/07/29 by Yung-Sung Chuang, Chuang, Yung-Sung, Li Yang +27 · 15 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
- 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
- PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition
2021/06/10 by Cheng-I Lai, Lai, Cheng-I Jeff, Zhang, Yang +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
- DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering
2022/03/09 by Guan-Ting Lin, Yung-Sung Chuang, Lin, Guan-Ting +17 · 1 citation
Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling
- SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering
2024/01/24 by Chyi-Jiunn Lin, Lin, Chyi-Jiunn, Guan-Ting Lin +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