Yung-Sung Chuang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 58

Top Topics

Passage Retrieval

Question Answering

Top Venues

Publications

Shu-Wen Yang, Heng-Jui Chang, Zili Huang, Andy T. Liu, Cheng-I Lai, Haibin Wu, Jiatong Shi, Xuankai Chang, Hsiang-Sheng Tsai, Wen-Chin Huang, Tzu-hsun Feng, Po-Han Chi, Yist Y. Lin, Yung-Sung Chuang, Tzu-Hsien Huang, Wei-Cheng Tseng, Kushal Lakhotia, Shang-Wen Li, Abdelrahman Mohamed, Shinji Watanabe, Hung-yi Lee
A Large-Scale Evaluation of Speech Foundation Models. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Wei Fang, Yung-Sung Chuang, James R. Glass
Joint Inference of Retrieval and Generation for Passage Re-ranking. EACL (Findings) (2024)
Yung-Sung Chuang, Linlu Qiu, Cheng-Yu Hsieh, Ranjay Krishna, Yoon Kim, James R. Glass
Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps. CoRR (2024)
Chyi-Jiunn Lin, Guan-Ting Lin, Yung-Sung Chuang, Wei-Lun Wu, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee
SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering. CoRR (2024)
Yung-Sung Chuang, Yujia Xie, Hongyin Luo, Yoon Kim, James R. Glass, Pengcheng He
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models. ICLR (2024)
Zhang-Wei Hong, Idan Shenfeld, Tsun-Hsuan Wang, Yung-Sung Chuang, Aldo Pareja, James R. Glass, Akash Srivastava, Pulkit Agrawal
Curiosity-driven Red-teaming for Large Language Models. ICLR (2024)
Zhang-Wei Hong, Idan Shenfeld, Tsun-Hsuan Wang, Yung-Sung Chuang, Aldo Pareja, James R. Glass, Akash Srivastava, Pulkit Agrawal
Curiosity-driven Red-teaming for Large Language Models. CoRR (2024)
Chyi-Jiunn Lin, Guan-Ting Lin, Yung-Sung Chuang, Wei-Lun Wu, Shang-Wen Li, Abdelrahman Mohamed, Hung-Yi Lee, Lin-Shan Lee
SpeechDPR: End-To-End Spoken Passage Retrieval For Open-Domain Spoken Question Answering. ICASSP (2024)
Abe Bohan Hou, Jingyu Zhang, Tianxing He, Yichen Wang, Yung-Sung Chuang, Hongwei Wang, Lingfeng Shen, Benjamin Van Durme, Daniel Khashabi, Yulia Tsvetkov
SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation. NAACL-HLT (2024)
Cheng-Yu Hsieh, Yung-Sung Chuang, Chun-Liang Li, Zifeng Wang, Long T. Le, Abhishek Kumar, James R. Glass, Alexander Ratner, Chen-Yu Lee, Ranjay Krishna, Tomas Pfister
Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization. CoRR (2024)
Queenie Luo, Yung-Sung Chuang
Cleansing Jewel: A Neural Spelling Correction Model Built On Google OCR-ed Tibetan Manuscripts. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (5) (2024)
Shu-Wen Yang, Heng-Jui Chang, Zili Huang, Andy T. Liu, Cheng-I Lai, Haibin Wu, Jiatong Shi, Xuankai Chang, Hsiang-Sheng Tsai, Wen-Chin Huang, Tzu-hsun Feng, Po-Han Chi, Yist Y. Lin, Yung-Sung Chuang, Tzu-Hsien Huang, Wei-Cheng Tseng, Kushal Lakhotia, Shang-Wen Li, Abdelrahman Mohamed, Shinji Watanabe, Hung-yi Lee
A Large-Scale Evaluation of Speech Foundation Models. CoRR (2024)
Cheng-Yu Hsieh, Yung-Sung Chuang, Chun-Liang Li, Zifeng Wang, Long T. Le, Abhishek Kumar, James R. Glass, Alexander Ratner, Chen-Yu Lee, Ranjay Krishna, Tomas Pfister
Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization. ACL (Findings) (2024)
Ming Y. Lu, Bowen Chen, Andrew Zhang, Drew F. K. Williamson, Richard J. Chen, Tong Ding, Long Phi Le, Yung-Sung Chuang, Faisal Mahmood
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images. CoRR (2023)
Yung-Sung Chuang, Wei Fang, Shang-Wen Li, Wen-tau Yih, James R. Glass
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering. ACL (Findings) (2023)
Hongyin Luo, Tianhua Zhang, Yung-Sung Chuang, Yuan Gong, Yoon Kim, Xixin Wu, Helen Meng, James R. Glass
Search Augmented Instruction Learning. EMNLP (Findings) (2023)
Cheng-I Jeff Lai, Freda Shi, Puyuan Peng, Yoon Kim, Kevin Gimpel, Shiyu Chang, Yung-Sung Chuang, Saurabhchand Bhati, David D. Cox, David Harwath, Yang Zhang, Karen Livescu, James R. Glass
Audio-Visual Neural Syntax Acquisition. CoRR (2023)
Yung-Sung Chuang, Wei Fang, Shang-Wen Li, Wen-tau Yih, James R. Glass
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering. CoRR (2023)
David Cheng-Han Chiang, Yung-Sung Chuang, James R. Glass, Hung-yi Lee
Revealing the Blind Spot of Sentence Encoder Evaluation by HEROS. CoRR (2023)
Tianhua Zhang, Jiaxin Ge, Hongyin Luo, Yung-Sung Chuang, Mingye Gao, Yuan Gong, Xixin Wu, Yoon Kim, Helen Meng, James R. Glass
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning. CoRR (2023)
Tianhua Zhang, Hongyin Luo, Yung-Sung Chuang, Wei Fang, Luc Gaitskell, Thomas Hartvigsen, Xixin Wu, Danny Fox, Helen Meng, James R. Glass
Interpretable Unified Language Checking. CoRR (2023)
Queenie Luo, Yung-Sung Chuang
Cleansing Jewel: A Neural Spelling Correction Model Built On Google OCR-ed Tibetan Manuscripts. CoRR (2023)
Hongyin Luo, Yung-Sung Chuang, Yuan Gong, Tianhua Zhang, Yoon Kim, Xixin Wu, Danny Fox, Helen Meng, James R. Glass
SAIL: Search-Augmented Instruction Learning. CoRR (2023)
Cheng-I Jeff Lai, Freda Shi, Puyuan Peng, Yoon Kim, Kevin Gimpel, Shiyu Chang, Yung-Sung Chuang, Saurabhchand Bhati, David D. Cox, David Harwath, Yang Zhang, Karen Livescu, James R. Glass
Audio-Visual Neural Syntax Acquisition. ASRU (2023)
David Cheng-Han Chiang, Hung-yi Lee, Yung-Sung Chuang, James R. Glass
Revealing the Blind Spot of Sentence Encoder Evaluation by HEROS. RepL4NLP@ACL (2023)
Andrew Rouditchenko, Yung-Sung Chuang, Nina Shvetsova, Samuel Thomas, Rogério Feris, Brian Kingsbury, Leonid Karlinsky, David Harwath, Hilde Kuehne, James R. Glass
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval. ICASSP (2023)
Yung-Sung Chuang, Yujia Xie, Hongyin Luo, Yoon Kim, James R. Glass, Pengcheng He
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models. CoRR (2023)
Abe Bohan Hou, Jingyu Zhang, Tianxing He, Yichen Wang, Yung-Sung Chuang, Hongwei Wang, Lingfeng Shen, Benjamin Van Durme, Daniel Khashabi, Yulia Tsvetkov
SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation. CoRR (2023)
Ming Y. Lu, Bowen Chen, Andrew Zhang, Drew F. K. Williamson, Richard J. Chen, Tong Ding, Long Phi Le, Yung-Sung Chuang, Faisal Mahmood
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images. CVPR (2023)
Cheng-I Jeff Lai, Erica Cooper, Yang Zhang, Shiyu Chang, Kaizhi Qian, Yi-Lun Liao, Yung-Sung Chuang, Alexander H. Liu, Junichi Yamagishi, David D. Cox, James R. Glass
On the Interplay between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis. ICASSP (2022)
Guan-Ting Lin, Yung-Sung Chuang, Ho-Lam Chung, Shu-Wen Yang, Hsuan-Jui Chen, Shuyan Dong, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering. CoRR (2022)
Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-Wen Li, Scott Yih, Yoon Kim, James R. Glass
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. NAACL-HLT (2022)
Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-Wen Li, Wen-tau Yih, Yoon Kim, James R. Glass
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. CoRR (2022)
Guan-Ting Lin, Yung-Sung Chuang, Ho-Lam Chung, Shu-Wen Yang, Hsuan-Jui Chen, Shuyan Annie Dong, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering. INTERSPEECH (2022)
Andrew Rouditchenko, Yung-Sung Chuang, Nina Shvetsova, Samuel Thomas, Rogério Feris, Brian Kingsbury, Leonid Karlinsky, David Harwath, Hilde Kuehne, James R. Glass
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval. CoRR (2022)
Yung-Sung Chuang, Mingye Gao, Hongyin Luo, James R. Glass, Hung-Yi Lee, Yun-Nung Chen, Shang-Wen Li
Mitigating Biases in Toxic Language Detection through Invariant Rationalization. CoRR (2021)
Hongyin Luo, Shuyan Dong, Yung-Sung Chuang, Shang-Wen Li
Meta-learning for downstream aware and agnostic pretraining. CoRR (2021)
Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David D. Cox, Jim Glass
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition. NeurIPS (2021)
Shu-Wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
SUPERB: Speech processing Universal PERformance Benchmark. CoRR (2021)
Shun-Po Chuang, Yung-Sung Chuang, Chih-Chiang Chang, Hung-yi Lee
Investigating the Reordering Capability in CTC-based Non-Autoregressive End-to-End Speech Translation. ACL/IJCNLP (Findings) (2021)
Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David D. Cox, James R. Glass
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition. CoRR (2021)
Shu-Wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
SUPERB: Speech Processing Universal PERformance Benchmark. Interspeech (2021)
Shun-Po Chuang, Yung-Sung Chuang, Chih-Chiang Chang, Hung-yi Lee
Investigating the Reordering Capability in CTC-based Non-Autoregressive End-to-End Speech Translation. CoRR (2021)
Cheng-I Lai, Yung-Sung Chuang, Hung-Yi Lee, Shang-Wen Li, James R. Glass
Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining. ICASSP (2021)
Cheng-I Jeff Lai, Erica Cooper, Yang Zhang, Shiyu Chang, Kaizhi Qian, Yi-Lun Liao, Yung-Sung Chuang, Alexander H. Liu, Junichi Yamagishi, David Cox, James R. Glass
On the Interplay Between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis. CoRR (2021)
Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen
Dual Inference for Improving Language Understanding and Generation. EMNLP (Findings) (2020)
Cheng-I Lai, Yung-Sung Chuang, Hung-yi Lee, Shang-wen Li, James R. Glass
Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining. CoRR (2020)
Chi-Liang Liu, Tsung-Yuan Hsu, Yung-Sung Chuang, Chung-Yi Li, Hung-yi Lee
Language Representation in Multilingual BERT and its applications to improve Cross-lingual Generalization. CoRR (2020)
Chi-Liang Liu, Tsung-Yuan Hsu, Yung-Sung Chuang, Hung-yi Lee
What makes multilingual BERT multilingual? CoRR (2020)
Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
Lifelong Language Knowledge Distillation. CoRR (2020)
Chi-Liang Liu, Tsung-Yuan Hsu, Yung-Sung Chuang, Hung-yi Lee
A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT. CoRR (2020)
Yung-Sung Chuang, Chi-Liang Liu, Hung-yi Lee, Lin-Shan Lee
SpeechBERT: An Audio-and-Text Jointly Learned Language Model for End-to-End Spoken Question Answering. INTERSPEECH (2020)
Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
Lifelong Language Knowledge Distillation. EMNLP (1) (2020)
Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen
Dual Inference for Improving Language Understanding and Generation. CoRR (2020)
Yung-Sung Chuang
Robust Chinese Word Segmentation with Contextualized Word Representations. CoRR (2019)
Alexander Te-Wei Shieh, Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation. LOUHI@EMNLP (2019)
Yung-Sung Chuang, Chi-Liang Liu, Hung-yi Lee
SpeechBERT: Cross-Modal Pre-trained Language Model for End-to-end Spoken Question Answering. CoRR (2019)
Alexander Te-Wei Shieh, Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation. CoRR (2019)
Shu-Chen Wang, Pei-Hwa Huang, Chi-Jui Wu, Yung-Sung Chuang
Direct Coherency Identification of Synchronous Generators in Taiwan Power System Based on Fuzzy c-Means Clustering. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (10) (2007)