Shang-wen Li - RankMe

117 papers A* 6A 16B 2C 3Misc 6Journal 67Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls. EMNLP Feiyang Kang, Newsha Ardalani, Michael Kuchnik, Youssef Emad, Mostafa Elhoushi, Shubhabrata Sengupta, Shang-wen Li, Ramya Raghavendra, Ruoxi Jia, Carole-Jean Wu
2025	J	`jnl`	Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls. CoRR Feiyang Kang, Newsha Ardalani, Michael Kuchnik, Youssef Emad, Mostafa Elhoushi, Shubhabrata Sengupta, Shang-wen Li, Ramya Raghavendra, Ruoxi Jia, Carole-Jean Wu
2025	J	`jnl`	In Pursuit of Pixel Supervision for Visual Pre-training. CoRR Lihe Yang, Shang-wen Li, Yang Li, Xinjie Lei, Dong Wang, Abdelrahman Mohamed, Hengshuang Zhao, Hu Xu
2025	J	`jnl`	Matrix: Peer-to-Peer Multi-Agent Synthetic Data Generation Framework. CoRR Dong Wang, Yang Li, Ansong Ni, Ching-Feng Yeh, Youssef Emad, Xinjie Lei, Liam Robbins, Karthik Padthe, Hu Xu, Xian Li, Asli Celikyilmaz, Ramya Raghavendra, Lifei Huang, Carole-Jean Wu, Shang-wen Li
2025	J	`jnl`	Meta CLIP 2: A Worldwide Scaling Recipe. CoRR Yung-Sung Chuang, Yang Li, Dong Wang, Ching-Feng Yeh, Kehan Lyu, Ramya Raghavendra, James Glass, Lifei Huang, Jason Weston, Luke Zettlemoyer, Xinlei Chen, Zhuang Liu, Saining Xie, Wen-tau Yih, Shang-wen Li, Hu Xu
2025	J	`jnl`	NaturalThoughts: Selecting and Distilling Reasoning Traces for General Reasoning Tasks. CoRR Yang Li, Youssef Emad, Karthik Padthe, Jack Lanchantin, Weizhe Yuan, Thao Nguyen, Jason Weston, Shang-wen Li, Dong Wang, Ilia Kulikov, Xian Li
2025	A*	`conf`	SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models. ICML Yung-Sung Chuang, Benjamin Cohen-Wang, Zejiang Shen, Zhaofeng Wu, Hu Xu, Xi Victoria Lin, James R. Glass, Shang-wen Li, Wen-tau Yih
2025	J	`jnl`	SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models. CoRR Yung-Sung Chuang, Benjamin Cohen-Wang, Shannon Zejiang Shen, Zhaofeng Wu, Hu Xu, Xi Victoria Lin, James R. Glass, Shang-wen Li, Wen-tau Yih
2025	J	`jnl`	TV2TV: A Unified Framework for Interleaved Language and Video Generation. CoRR Xiaochuang Han, Youssef Emad, Melissa Hall, John Nguyen, Karthik Padthe, Liam Robbins, Amir Bar, Delong Chen, Michal Drozdzal, Maha Elbayad, Yushi Hu, Shang-wen Li, Sreya Dutta Roy, Jakob Verbeek, Xudong Wang, Marjan Ghazvininejad, Luke Zettlemoyer, Emily Dinan
2025	J	`jnl`	VoiceStar: Robust Zero-Shot Autoregressive TTS with Duration Control and Extrapolation. CoRR Puyuan Peng, Shang-wen Li, Abdelrahman Mohamed, David Harwath
2024	J	`jnl`	A Large-Scale Evaluation of Speech Foundation Models. CoRR 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
2024	J	`jnl`	A Large-Scale Evaluation of Speech Foundation Models. IEEE ACM Trans. Audio Speech Lang. Process. 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
2024	Misc	`conf`	AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models. ICASSP Yuan Tseng, Layne Berry, Yiting Chen, I-Hsiang Chiu, Hsuan-Hao Lin, Max Liu, Puyuan Peng, Yi-Jen Shih, Hung-Yu Wang, Haibin Wu, Poyao Huang, Chun-Mao Lai, Shang-wen Li, David Harwath, Yu Tsao, Abdelrahman Mohamed, Chi-Luen Feng, Hung-yi Lee
2024	A*	`conf`	Altogether: Image Captioning via Re-aligning Alt-text. EMNLP Hu Xu, Po-Yao Huang, Xiaoqing Ellen Tan, Ching-Feng Yeh, Jacob Kahn, Christine Jou, Gargi Ghosh, Omer Levy, Luke Zettlemoyer, Wen-tau Yih, Shang-wen Li, Saining Xie, Christoph Feichtenhofer
2024	J	`jnl`	Altogether: Image Captioning via Re-aligning Alt-text. CoRR Hu Xu, Po-Yao Huang, Xiaoqing Ellen Tan, Ching-Feng Yeh, Jacob Kahn, Christine Jou, Gargi Ghosh, Omer Levy, Luke Zettlemoyer, Wen-tau Yih, Shang-wen Li, Saining Xie, Christoph Feichtenhofer
2024	J	`jnl`	DINOv2: Learning Robust Visual Features without Supervision. Trans. Mach. Learn. Res. Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mido Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-wen Li, Ishan Misra, Michael Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski
2024	A*	`conf`	Demystifying CLIP Data. ICLR Hu Xu, Saining Xie, Xiaoqing Ellen Tan, Po-Yao Huang, Russell Howes, Vasu Sharma, Shang-wen Li, Gargi Ghosh, Luke Zettlemoyer, Christoph Feichtenhofer
2024	J	`jnl`	Disentangled Training with Adversarial Examples For Robust Small-footprint Keyword Spotting. CoRR Zhenyu Wang, Li Wan, Biqiao Zhang, Yiteng Huang, Shang-wen Li, Ming Sun, Xin Lei, Zhaojun Yang
2024	A	`conf`	Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks. INTERSPEECH Kai-Wei Chang, Ming-Hao Hsu, Shang-wen Li, Hung-yi Lee
2024	A	`conf`	GSQA: An End-to-End Model for Generative Spoken Question Answering. INTERSPEECH Min-Han Shih, Ho-Lam Chung, Yu-Chi Pai, Ming-Hao Hsu, Guan-Ting Lin, Shang-wen Li, Hung-yi Lee
2024	J	`jnl`	How to Learn a New Language? An Efficient Solution for Self-Supervised Learning Models Unseen Languages Adaption in Low-Resource Scenario. CoRR Shih-Heng Wang, Zih-Ching Chen, Jiatong Shi, Ming-To Chuang, Guan-Ting Lin, Kuan-Po Huang, David Harwath, Shang-wen Li, Hung-yi Lee
2024	A*	`conf`	MoDE: CLIP Data Experts via Clustering. CVPR Jiawei Ma, Po-Yao Huang, Saining Xie, Shang-wen Li, Luke Zettlemoyer, Shih-Fu Chang, Wen-tau Yih, Hu Xu
2024	J	`jnl`	MoDE: CLIP Data Experts via Clustering. CoRR Jiawei Ma, Po-Yao Huang, Saining Xie, Shang-wen Li, Luke Zettlemoyer, Shih-Fu Chang, Wen-tau Yih, Hu Xu
2024	Misc	`conf`	SD-HuBERT: Sentence-Level Self-Distillation Induces Syllabic Organization in Hubert. ICASSP Cheol Jun Cho, Abdelrahman Mohamed, Shang-wen Li, Alan W. Black, Gopala Krishna Anumanchipalli
2024	Misc	`conf`	SpeechDPR: End-To-End Spoken Passage Retrieval For Open-Domain Spoken Question Answering. ICASSP Chyi-Jiunn Lin, Guan-Ting Lin, Yung-Sung Chuang, Wei-Lun Wu, Shang-wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee
2024	J	`jnl`	SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering. CoRR Chyi-Jiunn Lin, Guan-Ting Lin, Yung-Sung Chuang, Wei-Lun Wu, Shang-wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-Shan Lee
2024	J	`jnl`	SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks. CoRR Kai-Wei Chang, Haibin Wu, Yu-Kai Wang, Yuan-Kuei Wu, Hua Shen, Wei-Cheng Tseng, Iu-thing Kang, Shang-wen Li, Hung-yi Lee
2024	J	`jnl`	SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks. IEEE ACM Trans. Audio Speech Lang. Process. Kai-Wei Chang, Haibin Wu, Yu-Kai Wang, Yuan-Kuei Wu, Hua Shen, Wei-Cheng Tseng, Iu-thing Kang, Shang-wen Li, Hung-yi Lee
2024	J	`jnl`	Text Quality-Based Pruning for Efficient Training of Language Models. CoRR Vasu Sharma, Karthik Padthe, Newsha Ardalani, Kushal Tirumala, Russell Howes, Hu Xu, Po-Yao Huang, Shang-wen Li, Armen Aghajanyan, Gargi Ghosh, Luke Zettlemoyer
2024	—	`conf`	VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild. ACL (1) Puyuan Peng, Po-Yao Huang, Shang-wen Li, Abdelrahman Mohamed, David Harwath
2023	J	`jnl`	AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models. CoRR Yuan Tseng, Layne Berry, Yi-Ting Chen, I-Hsiang Chiu, Hsuan-Hao Lin, Max Liu, Puyuan Peng, Yi-Jen Shih, Hung-Yu Wang, Haibin Wu, Po-Yao Huang, Chun-Mao Lai, Shang-wen Li, David Harwath, Yu Tsao, Shinji Watanabe, Abdelrahman Mohamed, Chi-Luen Feng, Hung-yi Lee
2023	J	`jnl`	An Exploration of In-Context Learning for Speech Language Model. CoRR Ming-Hao Hsu, Kai-Wei Chang, Shang-wen Li, Hung-yi Lee
2023	J	`jnl`	DINOv2: Learning Robust Visual Features without Supervision. CoRR Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mahmoud Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-wen Li, Ishan Misra, Michael G. Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski
2023	J	`jnl`	Demystifying CLIP Data. CoRR Hu Xu, Saining Xie, Xiaoqing Ellen Tan, Po-Yao Huang, Russell Howes, Vasu Sharma, Shang-wen Li, Gargi Ghosh, Luke Zettlemoyer, Christoph Feichtenhofer
2023	Misc	`conf`	Disentangled Training with Adversarial Examples for Robust Small-Footprint Keyword Spotting. ICASSP Zhenyu Wang, Li Wan, Biqiao Zhang, Yiteng Huang, Shang-wen Li, Ming Sun, Xin Lei, Zhaojun Yang
2023	—	`conf`	Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering. ACL (Findings) Yung-Sung Chuang, Wei Fang, Shang-wen Li, Wen-tau Yih, James R. Glass
2023	J	`jnl`	Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering. CoRR Yung-Sung Chuang, Wei Fang, Shang-wen Li, Wen-tau Yih, James R. Glass
2023	J	`jnl`	FLAP: Fast Language-Audio Pre-training. CoRR Ching-Feng Yeh, Po-Yao Huang, Vasu Sharma, Shang-wen Li, Gargi Ghosh
2023	J	`jnl`	Findings of the 2023 ML-SUPERB Challenge: Pre-Training and Evaluation over More Languages and Beyond. CoRR Jiatong Shi, William Chen, Dan Berrebbi, Hsiu-Hsuan Wang, Wei-Ping Huang, En-Pei Hu, Ho-Lam Chung, Xuankai Chang, Yuxun Tang, Shang-wen Li, Abdelrahman Mohamed, Hung-yi Lee, Shinji Watanabe
2023	C	`conf`	Findings of the 2023 ML-Superb Challenge: Pre-Training And Evaluation Over More Languages And Beyond. ASRU Jiatong Shi, William Chen, Dan Berrebbi, Hsiu-Hsuan Wang, Wei-Ping Huang, En-Pei Hu, Ho-Lam Chuang, Xuankai Chang, Yuxun Tang, Shang-wen Li, Abdelrahman Mohamed, Hung-yi Lee, Shinji Watanabe
2023	C	`conf`	Flap: Fast Language-Audio Pre-Training. ASRU Ching-Feng Yeh, Po-Yao Huang, Vasu Sharma, Shang-wen Li, Gargi Ghosh
2023	J	`jnl`	GSQA: An End-to-End Model for Generative Spoken Question Answering. CoRR Min-Han Shih, Ho-Lam Chung, Yu-Chi Pai, Ming-Hao Hsu, Guan-Ting Lin, Shang-wen Li, Hung-yi Lee
2023	A	`conf`	Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target. INTERSPEECH Guan-Wei Wu, Guan-Ting Lin, Shang-wen Li, Hung-yi Lee
2023	J	`jnl`	Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target. CoRR Guan-Wei Wu, Guan-Ting Lin, Shang-wen Li, Hung-yi Lee
2023	—	`conf`	Introducing Semantics into Speech Encoders. ACL (1) Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Bing Liu, Akshat Shrivastava, Shang-wen Li, Liang-Hsuan Tseng, Guan-Ting Lin, Alexei Baevski, Hung-yi Lee, Yizhou Sun, Wei Wang
2023	A*	`conf`	MAViL: Masked Audio-Video Learners. NeurIPS Po-Yao Huang, Vasu Sharma, Hu Xu, Chaitanya Ryali, Haoqi Fan, Yanghao Li, Shang-wen Li, Gargi Ghosh, Jitendra Malik, Christoph Feichtenhofer
2023	A	`conf`	ML-SUPERB: Multilingual Speech Universal PERformance Benchmark. INTERSPEECH Jiatong Shi, Dan Berrebbi, William Chen, En-Pei Hu, Wei-Ping Huang, Ho-Lam Chung, Xuankai Chang, Shang-wen Li, Abdelrahman Mohamed, Hung-yi Lee, Shinji Watanabe
2023	J	`jnl`	ML-SUPERB: Multilingual Speech Universal PERformance Benchmark. CoRR Jiatong Shi, Dan Berrebbi, William Chen, Ho-Lam Chung, En-Pei Hu, Wei-Ping Huang, Xuankai Chang, Shang-wen Li, Abdelrahman Mohamed, Hung-yi Lee, Shinji Watanabe
2023	C	`conf`	Prompting and Adapter Tuning For Self-Supervised Encoder-Decoder Speech Model. ASRU Kai-Wei Chang, Ming-Hsin Chen, Yun-Ping Lin, Jing Neng Hsu, Paul Kuo-Ming Huang, Chien-yu Huang, Shang-wen Li, Hung-yi Lee
2023	J	`jnl`	Prompting and Adapter Tuning for Self-supervised Encoder-Decoder Speech Model. CoRR Kai-Wei Chang, Ming-Hsin Chen, Yun-Ping Lin, Jing Neng Hsu, Paul Kuo-Ming Huang, Chien-yu Huang, Shang-wen Li, Hung-yi Lee
2023	J	`jnl`	SD-HuBERT: Self-Distillation Induces Syllabic Organization in HuBERT. CoRR Cheol Jun Cho, Abdelrahman Mohamed, Shang-wen Li, Alan W. Black, Gopala Krishna Anumanchipalli
2023	J	`jnl`	Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning. CoRR Lili Yu, Bowen Shi, Ramakanth Pasunuru, Benjamin Muller, Olga Golovneva, Tianlu Wang, Arun Babu, Binh Tang, Brian Karrer, Shelly Sheynin, Candace Ross, Adam Polyak, Russell Howes, Vasu Sharma, Puxin Xu, Hovhannes Tamoyan, Oron Ashual, Uriel Singer, Shang-wen Li, Susan Zhang, Richard James, Gargi Ghosh, Yaniv Taigman, Maryam Fazel-Zarandi, Asli Celikyilmaz, Luke Zettlemoyer, Armen Aghajanyan
2023	J	`jnl`	SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks. CoRR Kai-Wei Chang, Yu-Kai Wang, Hua Shen, Iu-thing Kang, Wei-Cheng Tseng, Shang-wen Li, Hung-yi Lee
2023	J	`jnl`	Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Mode. CoRR Puyuan Peng, Shang-wen Li, Okko Räsänen, Abdelrahman Mohamed, David Harwath
2023	A	`conf`	Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model. INTERSPEECH Puyuan Peng, Shang-wen Li, Okko Räsänen, Abdelrahman Mohamed, David Harwath
2022	A	`conf`	An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks. INTERSPEECH Kai-Wei Chang, Wei-Cheng Tseng, Shang-wen Li, Hung-yi Lee
2022	J	`jnl`	An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks. CoRR Kai-Wei Chang, Wei-Cheng Tseng, Shang-wen Li, Hung-yi Lee
2022	—	`conf`	Cooperative Self-training of Machine Reading Comprehension. NAACL-HLT Hongyin Luo, Shang-wen Li, Mingye Gao, Seunghak Yu, James R. Glass
2022	A	`conf`	DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering. INTERSPEECH 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
2022	J	`jnl`	DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering. CoRR 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
2022	—	`conf`	DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. NAACL-HLT Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-wen Li, Scott Yih, Yoon Kim, James R. Glass
2022	J	`jnl`	DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings. CoRR Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljacic, Shang-wen Li, Wen-tau Yih, Yoon Kim, James R. Glass
2022	J	`jnl`	Exploring Efficient-tuning Methods in Self-supervised Speech Models. CoRR Zih-Ching Chen, Chin-Lun Fu, Chih-Ying Liu, Shang-wen Li, Hung-yi Lee
2022	J	`jnl`	Introducing Semantics into Speech Encoders. CoRR Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Akshat Shrivastava, Shang-wen Li, Liang-Hsuan Tseng, Alexei Baevski, Guan-Ting Lin, Hung-yi Lee, Yizhou Sun, Wei Wang
2022	—	`conf`	Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. NAACL-HLT Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
2022	A	`conf`	Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition. INTERSPEECH Guan-Ting Lin, Shang-wen Li, Hung-yi Lee
2022	J	`jnl`	Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition. CoRR Guan-Ting Lin, Shang-wen Li, Hung-yi Lee
2022	J	`jnl`	MAViL: Masked Audio-Video Learners. CoRR Po-Yao Huang, Vasu Sharma, Hu Xu, Chaitanya Ryali, Haoqi Fan, Yanghao Li, Shang-wen Li, Gargi Ghosh, Jitendra Malik, Christoph Feichtenhofer
2022	—	`conf`	Meta Learning for Natural Language Processing: A Survey. NAACL-HLT Hung-yi Lee, Shang-wen Li, Thang Vu
2022	J	`jnl`	Meta Learning for Natural Language Processing: A Survey. CoRR Hung-yi Lee, Shang-wen Li, Ngoc Thang Vu
2022	J	`jnl`	QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition. CoRR Andy T. Liu, Wei Xiao, Henghui Zhu, Dejiao Zhang, Shang-wen Li, Andrew O. Arnold
2022	J	`jnl`	SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning. CoRR Tzu-hsun Feng, Shuyan Annie Dong, Ching-Feng Yeh, Shu-Wen Yang, Tzu-Quan Lin, Jiatong Shi, Kai-Wei Chang, Zili Huang, Haibin Wu, Xuankai Chang, Shinji Watanabe, Abdelrahman Mohamed, Shang-wen Li, Hung-yi Lee
2022	—	`conf`	SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. ACL (1) Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-Wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
2022	J	`jnl`	SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities. CoRR Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-Wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Jeff Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
2022	J	`jnl`	Self-Supervised Speech Representation Learning: A Review. CoRR Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
2022	J	`jnl`	Self-Supervised Speech Representation Learning: A Review. IEEE J. Sel. Top. Signal Process. Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
2022	—	`conf`	Superb @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning. SLT Tzu-hsun Feng, Shuyan Annie Dong, Ching-Feng Yeh, Shu-Wen Yang, Tzu-Quan Lin, Jiatong Shi, Kai-Wei Chang, Zili Huang, Haibin Wu, Xuankai Chang, Shinji Watanabe, Abdelrahman Mohamed, Shang-wen Li, Hung-yi Lee
2021	—	`conf`	Audio Albert: A Lite Bert for Self-Supervised Learning of Audio Representation. SLT Po-Han Chi, Pei-Hung Chung, Tsung-Han Wu, Chun-Cheng Hsieh, Yen-Hao Chen, Shang-wen Li, Hung-yi Lee
2021	J	`jnl`	Cooperative Learning of Zero-Shot Machine Reading Comprehension. CoRR Hongyin Luo, Shang-wen Li, Seunghak Yu, James R. Glass
2021	A	`conf`	Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection. Interspeech Hongyin Luo, James R. Glass, Garima Lalwani, Yi Zhang, Shang-wen Li
2021	J	`jnl`	Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks. CoRR Hongyin Luo, Shang-wen Li, James R. Glass
2021	J	`jnl`	Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. CoRR Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
2021	—	`conf`	Meta Learning to Classify Intent and Slot Labels with Noisy Few Shot Examples. SLT Shang-wen Li, Jason Krone, Shuyan Dong, Yi Zhang, Yaser Al-Onaizan
2021	J	`jnl`	Meta-learning for downstream aware and agnostic pretraining. CoRR Hongyin Luo, Shuyan Dong, Yung-Sung Chuang, Shang-wen Li
2021	J	`jnl`	Mitigating Biases in Toxic Language Detection through Invariant Rationalization. CoRR Yung-Sung Chuang, Mingye Gao, Hongyin Luo, James R. Glass, Hung-yi Lee, Yun-Nung Chen, Shang-wen Li
2021	—	`conf`	Pairwise Supervised Contrastive Learning of Sentence Representations. EMNLP (1) Dejiao Zhang, Shang-wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021	J	`jnl`	Pairwise Supervised Contrastive Learning of Sentence Representations. CoRR Dejiao Zhang, Shang-wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021	A	`conf`	SUPERB: Speech Processing Universal PERformance Benchmark. Interspeech 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
2021	J	`jnl`	SUPERB: Speech processing Universal PERformance Benchmark. CoRR 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
2021	Misc	`conf`	Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining. ICASSP Cheng-I Lai, Yung-Sung Chuang, Hung-yi Lee, Shang-wen Li, James R. Glass
2021	—	`conf`	Supporting Clustering with Contrastive Learning. NAACL-HLT Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021	J	`jnl`	Supporting Clustering with Contrastive Learning. CoRR Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021	J	`jnl`	TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech. IEEE ACM Trans. Audio Speech Lang. Process. Andy T. Liu, Shang-wen Li, Hung-yi Lee
2021	A	`conf`	Zero-shot Generalization in Dialog State Tracking through Generative Question Answering. EACL Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-wen Li, Wael Hamza, Julian J. McAuley
2021	J	`jnl`	Zero-shot Generalization in Dialog State Tracking through Generative Question Answering. CoRR Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-wen Li, Wael Hamza, Julian J. McAuley
2020	J	`jnl`	Audio ALBERT: A Lite BERT for Self-supervised Learning of Audio Representation. CoRR Po-Han Chi, Pei-Hung Chung, Tsung-Han Wu, Chun-Cheng Hsieh, Shang-wen Li, Hung-yi Lee
2020	J	`jnl`	Improving Learning Experience in MOOCs with Educational Content Linking. CoRR Shang-wen Li
2020	—	`conf`	Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks. ClinicalNLP@EMNLP Hongyin Luo, Shang-wen Li, James R. Glass
2020	J	`jnl`	Meta learning to classify intent and slot labels with noisy few shot examples. CoRR Shang-wen Li, Jason Krone, Shuyan Dong, Yi Zhang, Yaser Al-Onaizan
2020	A	`conf`	Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption. INTERSPEECH Hongyin Luo, Shang-wen Li, James R. Glass
2020	J	`jnl`	Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption. CoRR Hongyin Luo, Shang-wen Li, James R. Glass
2020	J	`jnl`	Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining. CoRR Cheng-I Lai, Yung-Sung Chuang, Hung-yi Lee, Shang-wen Li, James R. Glass
2020	A	`conf`	Style Attuned Pre-Training and Parameter Efficient Fine-Tuning for Spoken Language Understanding. INTERSPEECH Jin Cao, Jun Wang, Wael Hamza, Kelly Vanee, Shang-wen Li
2020	J	`jnl`	Style Attuned Pre-training and Parameter Efficient Fine-tuning for Spoken Language Understanding. CoRR Jin Cao, Jun Wang, Wael Hamza, Kelly Vanee, Shang-wen Li
2020	J	`jnl`	TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech. CoRR Andy T. Liu, Shang-wen Li, Hung-yi Lee
2020	J	`jnl`	Towards Semi-Supervised Semantics Understanding from Speech. CoRR Cheng-I Lai, Jin Cao, Sravan Bodapati, Shang-wen Li
2017	—	`—`	Improving learning experience in MOOCs with educational content linking. Shang-wen Li
2017	J	`jnl`	Learning Robust Dialog Policies in Noisy Environments. CoRR Maryam Fazel-Zarandi, Shang-wen Li, Jin Cao, Jared Casale, Peter Henderson, David Whitney, Alborz Geramifard
2016	B	`conf`	Automated Segmentation of MOOC Lectures towards Customized Learning. ICALT Xiangrong Zhang, Chen Li, Shang-wen Li, Victor Zue
2016	—	`conf`	Thread Structure Prediction for MOOC Discussion Forum. ICYCSEE (2) Chengjie Sun, Shang-wen Li, Lei Lin
2015	—	`conf`	Linking MOOC courseware to accommodate diverse learner backgrounds. SLaTE Shang-wen Li, Victor Zue
2015	A	`conf`	Structuring lectures in massive open online courses (MOOCs) for efficient learning by linking similar sections and predicting prerequisites. INTERSPEECH Sheng-syun Shen, Hung-yi Lee, Shang-wen Li, Victor Zue, Lin-Shan Lee
2015	B	`conf`	Would Linked MOOC Courseware Enhance Information Search? ICALT Shang-wen Li, Victor Zue
2013	J	`jnl`	An Experimental Analysis on Integrating Multi-Stream Spectro-Temporal, Cepstral and Pitch Information for Mandarin Speech Recognition. IEEE Trans. Speech Audio Process. Yow-Bang Wang, Shang-wen Li, Lin-Shan Lee
2011	A	`conf`	Improved Tonal Language Speech Recognition by Integrating Spectro-Temporal Evidence and Pitch Information with Properly Chosen Tonal Acoustic Units. INTERSPEECH Shang-wen Li, Yow-Bang Wang, Liang-Che Sun, Lin-Shan Lee
2011	Misc	`conf`	Multi-stream spectro-temporal and cepstral features based on data-driven hierarchical phoneme clusters. ICASSP Shang-wen Li, Liang-Che Sun, Lin-Shan Lee
2010	A	`conf`	Improved phoneme recognition by integrating evidence from spectro-temporal and cepstral features. INTERSPEECH Shang-wen Li, Liang-Che Sun, Lin-Shan Lee