Description of the JHU System Combination Scheme for WMT 2011. - Daguang Xu; Yuan Cao 007; Damianos G. Karakos (WMT@EMNLP, 2011)

Semi-supervised discriminative language modeling for Turkish ASR. - Arda Çelebi; Hasim Sak; Erinç Dikici; Murat Saraclar; Maider Lehr; Emily Tucker Prud'hommeaux; Puyang Xu; Nathan Glenn; Damianos G. Karakos; Sanjeev Khudanpur; Brian Roark; Kenji Sagae; et al. (ICASSP, 2012)

Hallucinated n-best lists for discriminative language modeling. - Kenji Sagae; Maider Lehr; Emily Tucker Prud'hommeaux; Puyang Xu; Nathan Glenn; Damianos G. Karakos; Sanjeev Khudanpur; Brian Roark; Murat Saraclar; Izhak Shafran; Daniel M. Bikel; Chris Callison-Burch; et al. (ICASSP, 2012)

Continuous space discriminative language modeling. - Puyang Xu; Sanjeev Khudanpur; Maider Lehr; Emily Tucker Prud'hommeaux; Nathan Glenn; Damianos G. Karakos; Brian Roark; Kenji Sagae; Murat Saraclar; Izhak Shafran; Daniel M. Bikel; Chris Callison-Burch; et al. (ICASSP, 2012)

Deriving conversation-based features from unlabeled speech for discriminative language modeling. - Damianos G. Karakos; Brian Roark; Izhak Shafran; Kenji Sagae; Maider Lehr; Emily Tucker Prud'hommeaux; Puyang Xu; Nathan Glenn; Sanjeev Khudanpur; Murat Saraclar; Daniel M. Bikel; Mark Dredze; et al. (INTERSPEECH, 2012)

Joshua 4.0: Packing, PRO, and Paraphrases. - Juri Ganitkevitch; Yuan Cao 007; Jonathan Weese; Matt Post; Chris Callison-Burch (WMT@NAACL-HLT, 2012)

Review of Hypothesis Alignment Algorithms for MT System Combination via Confusion Network Decoding. - Antti-Veikko I. Rosti; Xiaodong He 001; Damianos G. Karakos; Gregor Leusch; Yuan Cao 007; Markus Freitag; Spyros Matsoukas; Hermann Ney; Jason Smith 006; Bing Zhang 004 (WMT@NAACL-HLT, 2012)

Joshua 5.0: Sparser, Better, Faster, Server. - Matt Post; Juri Ganitkevitch; Luke Orland; Jonathan Weese; Yuan Cao 007; Chris Callison-Burch (WMT@ACL, 2013)

Online Learning in Tensor Space. - Yuan Cao 007; Sanjeev Khudanpur (ACL (1), 2014)

Translations of the Callhome Egyptian Arabic corpus for conversational speech translation. - Gaurav Kumar; Yuan Cao 007; Ryan Cotterell; Chris Callison-Burch; Daniel Povey; Sanjeev Khudanpur (IWSLT, 2014)

Joshua 6: A phrase-based and hierarchical statistical machine translation system. - Matt Post; Yuan Cao 007; Gaurav Kumar (Prague Bull. Math. Linguistics, 2015)

Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. - Yonghui Wu; Mike Schuster; Zhifeng Chen; Quoc V. Le; Mohammad Norouzi 002; Wolfgang Macherey; Maxim Krikun; Yuan Cao 007; Qin Gao; Klaus Macherey; Jeff Klingner; Apurva Shah; et al. (CoRR, 2016)

Training Deeper Neural Machine Translation Models with Transparent Attention. - Ankur Bapna; Mia Xu Chen; Orhan Firat; Yuan Cao 007; Yonghui Wu (EMNLP, 2018)

Leveraging Weakly Supervised Data to Improve End-to-end Speech-to-text Translation. - Ye Jia; Melvin Johnson; Wolfgang Macherey; Ron J. Weiss; Yuan Cao 007; Chung-Cheng Chiu; Naveen Ari; Stella Laurenzo; Yonghui Wu (ICASSP, 2019)

Hierarchical Generative Modeling for Controllable Speech Synthesis. - Wei-Ning Hsu; Yu Zhang 033; Ron J. Weiss; Heiga Zen; Yonghui Wu; Yuxuan Wang 002; Yuan Cao 007; Ye Jia; Zhifeng Chen; Jonathan Shen; Patrick Nguyen; Ruoming Pang (ICLR (Poster), 2019)

Gmail Smart Compose: Real-Time Assisted Writing. - Mia Xu Chen; Benjamin N. Lee; Gagan Bansal; Yuan Cao 007; Shuyuan Zhang 002; Justin Lu; Jackie Tsay; Yinan Wang; Andrew M. Dai; Zhifeng Chen; Timothy Sohn; Yonghui Wu (KDD, 2019)

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. - Jonathan Shen; Patrick Nguyen; Yonghui Wu; Zhifeng Chen; Mia Xu Chen; Ye Jia; Anjuli Kannan; Tara N. Sainath; Yuan Cao 007; Chung-Cheng Chiu; Yanzhang He; Jan Chorowski; et al. (CoRR, 2019)

Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges. - Naveen Arivazhagan; Ankur Bapna; Orhan Firat; Dmitry Lepikhin; Melvin Johnson; Maxim Krikun; Mia Xu Chen; Yuan Cao 007; George F. Foster; Colin Cherry; Wolfgang Macherey; Zhifeng Chen; et al. (CoRR, 2019)

Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation. - Aditya Siddhant; Ankur Bapna; Yuan Cao 007; Orhan Firat; Mia Xu Chen; Sneha Reddy Kudugunta; Naveen Arivazhagan; Yonghui Wu (ACL, 2020)

Sample Selection for Large-scale MT Discriminative Training. - Yuan Cao 007; Sanjeev Khudanpur (AMTA, 2020)

Generating Diverse and Natural Text-to-Speech Samples Using a Quantized Fine-Grained VAE and Autoregressive Prosody Prior. - Guangzhi Sun; Yu Zhang 033; Ron J. Weiss; Yuan Cao 007; Heiga Zen; Andrew Rosenberg; Bhuvana Ramabhadran; Yonghui Wu (ICASSP, 2020)

Fully-Hierarchical Fine-Grained Prosody Modeling For Interpretable Speech Synthesis. - Guangzhi Sun; Yu Zhang 033; Ron J. Weiss; Yuan Cao 007; Heiga Zen; Yonghui Wu (ICASSP, 2020)

Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior. - Guangzhi Sun; Yu Zhang 033; Ron J. Weiss; Yuan Cao 007; Heiga Zen; Andrew Rosenberg; Bhuvana Ramabhadran; Yonghui Wu (CoRR, 2020)

Rapid Domain Adaptation for Machine Translation with Monolingual Data. - Mahdis Mahdieh; Mia Xu Chen; Yuan Cao 007; Orhan Firat (CoRR, 2020)

Effective Sequence-to-Sequence Dialogue State Tracking. - Jeffrey Zhao; Mahdis Mahdieh; Ye Zhang; Yuan Cao 007; Yonghui Wu (EMNLP (1), 2021)

Echo State Speech Recognition. - Harsh Shrivastava 001; Ankush Garg; Yuan Cao 007; Yu Zhang 033; Tara N. Sainath (ICASSP, 2021)

Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models. - Zirui Wang; Yulia Tsvetkov; Orhan Firat; Yuan Cao 007 (ICLR, 2021)

Improving Longer-range Dialogue State Tracking. - Ye Zhang; Yuan Cao 007; Mahdis Mahdieh; Jeffrey Zhao; Yonghui Wu (CoRR, 2021)

Towards Zero-Label Language Learning. - Zirui Wang; Adams Wei Yu; Orhan Firat; Yuan Cao 007 (CoRR, 2021)

SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems. - Harrison Lee 001; Raghav Gupta; Abhinav Rastogi; Yuan Cao 007; Bin Zhang; Yonghui Wu (AAAI, 2022)

Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation. - Yong Cheng; Ankur Bapna; Orhan Firat; Yuan Cao 007; Pidong Wang; Wolfgang Macherey (ACL (1), 2022)

Knowledge-grounded Dialog State Tracking. - Dian Yu; Mingqiu Wang; Yuan Cao 007; Laurent El Shafey; Izhak Shafran; Hagen Soltau (EMNLP (Findings), 2022)

SimVLM: Simple Visual Language Model Pretraining with Weak Supervision. - Zirui Wang; Jiahui Yu; Adams Wei Yu; Zihang Dai; Yulia Tsvetkov; Yuan Cao 007 (ICLR, 2022)

Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue. - Raghav Gupta; Harrison Lee 001; Jeffrey Zhao; Yuan Cao 007; Abhinav Rastogi; Yonghui Wu (NAACL-HLT, 2022)

Unsupervised Slot Schema Induction for Task-oriented Dialog. - Dian Yu; Mingqiu Wang; Yuan Cao 007; Izhak Shafran; Laurent El Shafey; Hagen Soltau (NAACL-HLT, 2022)

Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning. - Aditya Siddhant; Ankur Bapna; Orhan Firat; Yuan Cao 007; Mia Xu Chen; Isaac Caswell; Xavier Garcia (CoRR, 2022)

Description-Driven Task-Oriented Dialog Modeling. - Jeffrey Zhao; Raghav Gupta; Yuan Cao 007; Dian Yu; Mingqiu Wang; Harrison Lee 001; Abhinav Rastogi; Izhak Shafran; Yonghui Wu (CoRR, 2022)

The Implicit Length Bias of Label Smoothing on Beam Search Decoding. - Bowen Liang; Pidong Wang; Yuan Cao 007 (CoRR, 2022)

Building Machine Translation Systems for the Next Thousand Languages. - Ankur Bapna; Isaac Caswell; Julia Kreutzer; Orhan Firat; Daan van Esch; Aditya Siddhant; Mengmeng Niu; Pallavi Baljekar; Xavier Garcia; Wolfgang Macherey; Theresa Breiner; Vera Axelrod; et al. (CoRR, 2022)

Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners. - Shen Yan; Tao Zhu 005; Zirui Wang; Yuan Cao 007; Mi Zhang 002; Soham Ghosh; Yonghui Wu; Jiahui Yu (CoRR, 2022)

SLM: Bridge the Thin Gap Between Speech and Text Foundation Models. - Mingqiu Wang; Wei Han 002; Izhak Shafran; Zelin Wu; Chung-Cheng Chiu; Yuan Cao 007; Nanxin Chen; Yu Zhang 033; Hagen Soltau; Paul K. Rubenstein; Lukas Zilka; Dian Yu; et al. (ASRU, 2023)

MUX-PLMs: Data Multiplexing for High-throughput Language Models. - Vishvak Murahari; Ameet Deshpande; Carlos E. Jimenez; Izhak Shafran; Mingqiu Wang; Yuan Cao 007; Karthik Narasimhan (EMNLP (Findings), 2023)

AnyTOD: A Programmable Task-Oriented Dialog System. - Jeffrey Zhao; Yuan Cao 007; Raghav Gupta; Harrison Lee 001; Abhinav Rastogi; Mingqiu Wang; Hagen Soltau; Izhak Shafran; Yonghui Wu (EMNLP, 2023)

ReAct: Synergizing Reasoning and Acting in Language Models. - Shunyu Yao; Jeffrey Zhao; Dian Yu; Nan Du 002; Izhak Shafran; Karthik R. Narasimhan; Yuan Cao 007 (ICLR, 2023)

Speech Aware Dialog System Technology Challenge (DSTC11). - Hagen Soltau; Izhak Shafran; Mingqiu Wang; Abhinav Rastogi; Jeffrey Zhao; Ye Jia; Wei Han 002; Yuan Cao 007; Aramys Miranda (INTERSPEECH, 2023)

Tree of Thoughts: Deliberate Problem Solving with Large Language Models. - Shunyu Yao; Dian Yu; Jeffrey Zhao; Izhak Shafran; Tom Griffiths 001; Yuan Cao 007; Karthik Narasimhan (NeurIPS, 2023)

MUX-PLMs: Pre-training Language Models with Data Multiplexing. - Vishvak Murahari; Ameet Deshpande; Carlos E. Jimenez; Izhak Shafran; Mingqiu Wang; Yuan Cao 007; Karthik Narasimhan (RepL4NLP@ACL, 2023)

Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding. - Mingqiu Wang; Izhak Shafran; Hagen Soltau; Wei Han 002; Yuan Cao 007; Dian Yu; Laurent El Shafey (CoRR, 2023)

SLM: Bridge the thin gap between speech and text foundation models. - Mingqiu Wang; Wei Han 002; Izhak Shafran; Zelin Wu; Chung-Cheng Chiu; Yuan Cao 007; Yongqiang Wang; Nanxin Chen; Yu Zhang 033; Hagen Soltau; Paul K. Rubenstein; Lukas Zilka; et al. (CoRR, 2023)

IG Captioner: Information Gain Captioners Are Strong Zero-Shot Classifiers. - Chenglin Yang; Siyuan Qiao; Yuan Cao 007; Yu Zhang 033; Tao Zhu 005; Alan L. Yuille; Jiahui Yu (ECCV (64), 2024)

Retrieval Augmented End-to-End Spoken Dialog Models. - Mingqiu Wang; Izhak Shafran; Hagen Soltau; Wei Han 002; Yuan Cao 007; Dian Yu; Laurent El Shafey (ICASSP, 2024)

RoboVQA: Multimodal Long-Horizon Reasoning for Robotics. - Pierre Sermanet; Tianli Ding; Jeffrey Zhao; Fei Xia 002; Debidatta Dwibedi; Keerthana Gopalakrishnan; Christine Chan; Gabriel Dulac-Arnold; Sharath Maddineni; Nikhil J. Joshi; Pete Florence; Wei Han 002; et al. (ICRA, 2024)