| 2023 | EMNLP | Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding. | Yu Zhang, Hao Cheng, Zhihong Shen, Xiaodong Liu, Ye-Yi Wang, Jianfeng Gao |
| 2022 | WWW | Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification. | Yu Zhang, Zhihong Shen, Chieh-Han Wu, Boya Xie, Junheng Hao, Ye-Yi Wang, Kuansan Wang, Jiawei Han |
| 2020 | WSDM | Privacy-Aware Personalized Entity Representations for Improved User Understanding. | Levi Melnick, Hussein Elmessilhy, Vassilis Polychronopoulos, Gilsinia Lopez, Yuancheng Tu, Omar Zia Khan, Ye-Yi Wang, Chris Quirk |
| 2016 | Interspeech | Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM. | Dilek Hakkani-Tr, Gkhan Tr, Asli Celikyilmaz, Yun-Nung Chen, Jianfeng Gao, Li Deng, Ye-Yi Wang |
| 2015 | NAACL | Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval. | Xiaodong Liu, Jianfeng Gao, Xiaodong He, Li Deng, Kevin Duh, Ye-Yi Wang |
| 2012 | Interspeech | Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing. | Gkhan Tr, Minwoo Jeong, Ye-Yi Wang, Dilek Hakkani-Tr, Larry P. Heck |
| 2011 | ICASSP | Lexicon modeling for query understanding. | Jingjing Liu, Xiao Li, Alex Acero, Ye-Yi Wang |
| 2011 | Interspeech | Multi-Task Learning for Spoken Language Understanding with Shared Slots. | Xiao Li, Ye-Yi Wang, Gkhan Tr |
| 2010 | ICASSP | Paraphrase detection on SMS messages in automobiles. | Wei Wu, Yun-Cheng Ju, Xiao Li, Ye-Yi Wang |
| 2010 | Interspeech | Strategies for statistical spoken language understanding with small amount of data - an empirical study. | Ye-Yi Wang |
| 2009 | CIKM | Semi-supervised learning of semantic classes for query understanding: from the web and for the web. | Ye-Yi Wang, Raphael Hoffmann, Xiao Li, Jakub Szymanski |
| 2009 | ICASSP | Voice search of structured media data. | Young-In Song, Ye-Yi Wang, Yun-Cheng Ju, Michael L. Seltzer, Ivan Tashev, Alex Acero |
| 2009 | SIGIR | Extracting structured information from user queries with semi-supervised conditional random fields. | Xiao Li, Ye-Yi Wang, Alex Acero |
| 2008 | Interspeech | Inductive and example-based learning for text classification. | Ye-Yi Wang, Xiao Li, Alex Acero |
| 2008 | SIGIR | Learning query intent from regularized click graphs. | Xiao Li, Ye-Yi Wang, Alex Acero |
| 2007 | ASRU | Voice search - Information access via voice queries. | Ye-Yi Wang |
| 2007 | ASRU | Maximum entropy model parameterization with TF∗IDF weighted vector space model. | Ye-Yi Wang, Alex Acero |
| 2007 | ICASSP | A Discriminative Training Framework using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification. | Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero |
| 2007 | Interspeech | Confidence measures for voice search applications. | Ye-Yi Wang, Dong Yu, Yun-Cheng Ju, Geoffrey Zweig, Alex Acero |
| 2007 | Interspeech | Automated directory assistance system - from theory to practice. | Dong Yu, Yun-Cheng Ju, Ye-Yi Wang, Geoffrey Zweig, Alex Acero |
| 2007 | Interspeech | The voice-rate dialog system for consumer ratings. | Geoffrey Zweig, Patrick Nguyen, Yun-Cheng Ju, Ye-Yi Wang, Dong Yu, Alex Acero |
| 2007 | NAACL | Voice-Rate: A Dialog System for Consumer Ratings. | Geoffrey Zweig, Yun-Cheng Ju, Patrick Nguyen, Dong Yu, Ye-Yi Wang, Alex Acero |
| 2006 | ACL | Combining Statistical and Knowledge-Based Spoken Language Understanding in Conditional Models. | Ye-Yi Wang, Alex Acero, Milind Mahajan, John Lee |
| 2006 | ICASSP | Speech Utterance Classification Model Training without Manual Transcriptions. | Ye-Yi Wang, John Lee, Alex Acero |
| 2006 | ICASSP | N-Gram Based Filler Model for Robust Grammar Authoring. | Dong Yu, Yun-Cheng Ju, Ye-Yi Wang, Alex Acero |
| 2006 | Interspeech | Call analysis with classification using speech and non-speech features. | Yun-Cheng Ju, Ye-Yi Wang, Alex Acero |
| 2006 | Interspeech | Discriminative models for spoken language understanding. | Ye-Yi Wang, Alex Acero |
| 2005 | Interspeech | SGStudio: rapid semantic grammar development for spoken language understanding. | Ye-Yi Wang, Alex Acero |
| 2004 | Interspeech | Creating speech recognition grammars from regular expressions for alphanumeric concepts. | Ye-Yi Wang, Yun-Cheng Ju |
| 2004 | NAACL | Use and Acquisition of Semantic Language Model. | Kuansan Wang, Ye-Yi Wang, Alex Acero |
| 2003 | ICASSP | Concept acquisition in example-based grammar authoring. | Ye-Yi Wang, Alex Acero |
| 2003 | Interspeech | Combination of CFG and n-gram modeling in semantic grammar learning. | Ye-Yi Wang, Alex Acero |
| 2002 | ICASSP | Evaluation of spoken language grammar learning in the ATIS domain. | Ye-Yi Wang, Alex Acero |
| 2002 | Interspeech | Combination of statistical and rule-based approaches for spoken language understanding. | Ye-Yi Wang, Alex Acero, Ciprian Chelba, Brendan J. Frey, Leon Wong |
| 2001 | ICASSP | MiPad: a multimodal interaction prototype. | Xuedong Huang, Alex Acero, Ciprian Chelba, Li Deng, Jasha Droppo, Doug Duchene, Joshua Goodman, Hsiao-Wuen Hon, Derek Jacoby, Li Jiang, Ricky Loynd, Milind Mahajan, Peter Mau, Scott Meredith, Salman Mughal, Salvado Neto, Mike Plumpe, Kuansan Steury, Gina Venolia, Kuansan Wang, Ye-Yi Wang |
| 2001 | Interspeech | Robust language understanding in mipad. | Ye-Yi Wang |
| 2000 | ICASSP | A unified context-free grammar and n-gram model for spoken language processing. | Ye-Yi Wang, Milind Mahajan, Xuedong Huang |
| 2000 | Interspeech | Mipad: a next generation PDA prototype. | Xuedong Huang, Alex Acero, Ciprian Chelba, Li Deng, Doug Duchene, Joshua Goodman, Hsiao-Wuen Hon, Derek Jacoby, Li Jiang, Ricky Loynd, Milind Mahajan, Peter Mau, Scott Meredith, Salman Mughal, Salvado Neto, Mike Plumpe, Kuansan Wang, Ye-Yi Wang |
| 1999 | Interspeech | A robust parser for spoken language understanding. | Ye-Yi Wang |
| 1998 | ACL | Modeling with Structures in Statistical Machine Translation. | Ye-Yi Wang, Alex Waibel |
| 1998 | Interspeech | Fast decoding for statistical machine translation. | Ye-Yi Wang, Alex Waibel |
| 1997 | ACL | Decoding Algorithm in Statistical Machine Translation. | Ye-Yi Wang, Alex Waibel |
| 1997 | Interspeech | Statistical analysis of dialogue structure. | Ye-Yi Wang, Alex Waibel |
| 1996 | Interspeech | Word clustering with parallel spoken language corpora. | Ye-Yi Wang, John D. Lafferty, Alex Waibel |
| 1995 | ICASSP | Improved language modelling by unsupervised acquisition of structure. | Klaus Ries, Finn Dag Bu, Ye-Yi Wang |
| 1994 | ACL | Dual-Coding Theory and Connectionist Lexical Selection. | Ye-Yi Wang |
| 1991 | ICASSP | A connectionist model for dialog processing. | Ye-Yi Wang, Alex Waibel |