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daniel li personal website shang wen daniel li research manager facebook ai fair about news workshops talks publications contact about hi i m shang wen daniel li i am a researcher focusing on large foundation models multimodal speech and language understanding i earned my phd from mit csail in 2016 supervised by prof victor zue i joined amazon aws amazon alexa and apple siri since my graduation and now i work at facebook ai fair as a research manager i am always looking for talented interns and team members passionate about deep learning algorithms and coding news giving tutorial at icassp naacl interspeech 2022 may july september 2022 self supervised representation learning for speech processing with abdelrahman mohamed hung yi lee shinji watanabe tara sainath karen livescu shu wen yang and katrin kirchhoff hosting workshop at aaai 2022 feb 2022 the 2nd self supervised learning for audio and speech processing co organizing superb benchmark and challenge aug 2021 speech processing universal performance benchmark hosting workshop at acl 2021 aug 2021 meta learning and its application for natural language understanding giving tutorial at acl 2021 aug 2021 meta learning and its applications to natural language processing joining facebook ai fair as a research manager june 2021 giving tutorial at icassp 2021 june 2021 meta learning and its application for human language processing hosting workshop at neurips 2020 dec 2020 self supervised learning for speech and audio processing giving tutorial at interspeech 2020 oct 2020 meta learning and its application to human language processing joining amazon aws as an applied scientist manager jun 2019 joining apple siri as a machine learning scientist jun 2018 joining amazon alexa as an applied scientist jan 2017 earning phd degree from mit csail dec 2016 establishing cockatoo ai as co founder and cto jan 2015 workshops aaai 2022 the 2nd self supervised learning for audio and speech processing acl 2021 meta learning and its application for natural language understanding neurips 2020 self supervised learning for speech and audio processing talks tutorial self supervised representation learning for speech processing at icassp naacl interspeech 2022 website tutorial meta learning and its applications to natural language processing at acl 2021 slides video tutorial meta learning and its application for human language processing at icassp 2021 tutorial meta learning and its application to human language processing at interspeech 2020 publications updated infrequently full list can be found at google scholar shuyang li jin cao mukund sridhar henghui zhu shang wen li wael hamza and julian mcauley zero shot generalization in dialog state tracking through generative question answering in eacl 2021 paper bibtex po han chi pei hung chung tsung han wu chun cheng hsieh shang wen li and hung yi lee audio albert a lite bert for self supervised learning of audio representation in slt 2021 paper bibtex shang wen li jason krone shuyan dong yi zhang and yaser al onaizan meta learning to classify intent and slot labels with noisy few shot examples in slt 2021 paper bibtex cheng i lai jin cao sravan bodapati and shang wen li towards semi supervised semantics understanding from speech in self supervised learning for speech and audio processing workshop at neurips 2020 paper bibtex cheng i lai yung sung chuang hung yi lee shang wen li and james glass semi supervised spoken language understanding via self supervised speech and language model pretraining in arxiv preprint arxiv 2010 13826 2020 paper bibtex hongyin luo shang wen li and james glass knowledge grounded conversational symptom detection with graph memory networks in proceedings of the 3rd clinical natural language processing workshop at emnlp 2020 paper bibtex jin cao jun wang wael hamza kelly vanee and shang wen li style attuned pre training and parameter efficient fine tuning for spoken language understanding in interspeech 2020 paper bibtex hongyin luo shang wen li and james glass prototypical q networks for automatic conversational diagnosis and few shot new disease adaption in interspeech 2020 paper bibtex andy t liu shang wen li and hung yi lee tera self supervised learning of transformer encoder representation for speech in arxiv preprint arxiv 2007 06028 2020 paper bibtex maryam fazel zarandi shang wen li jin cao jared casale peter henderson david whitney and alborz geramifard learning robust dialog policies in noisy environments in workshop on conversational ai today s practice tomorrow s potential neurips 2017 paper bibtex shang wen li improving learning experience in moocs with educational content linking mit phd dissertation paper bibtex chengjie sun shang wen li and lei lin thread structure prediction for mooc discussion forum in icycsee 2016 paper bibtex xiangrong zhang chen li shang wen li victor zue automated segmentation of mooc lectures towards customized learning in icalt 2016 paper bibtex shang wen li and victor zue linking mooc courseware to accommodate diverse learner backgrounds in slate 2015 paper bibtex shang wen li and victor zue would linked mooc courseware enhance information search in icalt 2015 paper bibtex shang wen li and piotr mitros learnersourced recommendations for remediation in icalt 2015 paper bibtex sheng syun shen hung yi lee shang wen li victor zue and lin shan lee structuring lectures in massive open online courses moocs for efficient learning by linking similar sections and predicting prerequisites in interspeech 2015 paper bibtex juho kim philip j guo carrie j cai shang wen li krzysztof z gajos and robert c miller data driven interaction techniques for improving navigation of educational videos in uist 2014 paper bibtex juho kim shang wen li carrie j cai krzysztof z gajos and robert c miller leveraging video interaction data and content analysis to improve video learning in chi workshop on learning innovations at scale 2014 paper bibtex yow bang wang shang wen li and lin shan lee an experimental analysis on integrating multi stream spectro temporal cepstral and pitch information for mandarin speech recognition in ieee transactions on audio speech and language processing 2013 paper bibtex shang wen li liang che sun and lin shan lee improved tonal language speech recognition by integrating spectro temporal evidence and pitch information with properly chosen tonal acoustic units in interspeech 2011 paper bibtex shang wen li liang che sun and lin shan lee multi stream spectro temporal and cepstral features based on data driven hierarchical phoneme clusters in icassp 2011 paper bibtex shang wen li liang che sun and lin shan lee improved phoneme recognition by integrating evidence from spectro temporal and cepstral features in interspeech 2010 paper bibtex get in touch contact shangwel at meta dot com 1 hacker way menlo park ca 94025 us