Facebook AI's WAT19 Myanmar-English Translation Task Submission. - Peng-Jen Chen; Jiajun Shen; Matt Le 001; Vishrav Chaudhary; Ahmed El-Kishky; Guillaume Wenzek; Myle Ott; Marc'Aurelio Ranzato (WAT@EMNLP-IJCNLP, 2019)

The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English. - Francisco Guzmán; Peng-Jen Chen; Myle Ott; Juan Miguel Pino; Guillaume Lample; Philipp Koehn; Vishrav Chaudhary; Marc'Aurelio Ranzato (EMNLP/IJCNLP (1), 2019)

Two New Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English. - Francisco Guzmán; Peng-Jen Chen; Myle Ott; Juan Miguel Pino; Guillaume Lample; Philipp Koehn; Vishrav Chaudhary; Marc'Aurelio Ranzato (CoRR, 2019)

Facebook AI's WMT20 News Translation Task Submission. - Peng-Jen Chen; Ann Lee 001; Changhan Wang; Naman Goyal 001; Angela Fan; Mary Williamson; Jiatao Gu (WMT@EMNLP, 2020)

Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and Alignment. - Philipp Koehn; Vishrav Chaudhary; Ahmed El-Kishky; Naman Goyal 001; Peng-Jen Chen; Francisco Guzmán (WMT@EMNLP, 2020)

Multilingual Translation with Extensible Multilingual Pretraining and Finetuning. - Yuqing Tang; Chau Tran; Xian Li 003; Peng-Jen Chen; Naman Goyal 001; Vishrav Chaudhary; Jiatao Gu; Angela Fan (CoRR, 2020)

Intraseasonal Vertical Cloud Regimes Based on CloudSat Observations over the Tropics. - Meng-Pai Hung; Wei-Ting Chen; Chien-Ming Wu; Peng-Jen Chen; Pei-Ning Feng (Remote. Sens., 2020)

Multilingual Translation from Denoising Pre-Training. - Yuqing Tang; Chau Tran; Xian Li 003; Peng-Jen Chen; Naman Goyal 001; Vishrav Chaudhary; Jiatao Gu; Angela Fan (ACL/IJCNLP (Findings), 2021)

The Source-Target Domain Mismatch Problem in Machine Translation. - Jiajun Shen; Peng-Jen Chen; Matt Le 001; Junxian He; Jiatao Gu; Myle Ott; Michael Auli; Marc'Aurelio Ranzato (EACL, 2021)

fairseq S ^2: A Scalable and Integrable Speech Synthesis Toolkit. - Changhan Wang; Wei-Ning Hsu; Yossi Adi; Adam Polyak; Ann Lee 001; Peng-Jen Chen; Jiatao Gu; Juan Pino 001 (EMNLP (Demos), 2021)

Direct speech-to-speech translation with discrete units. - Ann Lee 001; Peng-Jen Chen; Changhan Wang; Jiatao Gu; Xutai Ma; Adam Polyak; Yossi Adi; Qing He; Yun Tang 002; Juan Miguel Pino; Wei-Ning Hsu (CoRR, 2021)

Direct simultaneous speech to speech translation. - Xutai Ma; Hongyu Gong; Danni Liu; Ann Lee 001; Yun Tang 002; Peng-Jen Chen; Wei-Ning Hsu; Kenneth Heafield; Phillip Koehn; Juan Miguel Pino (CoRR, 2021)

Textless Speech-to-Speech Translation on Real Data. - Ann Lee 001; Hongyu Gong; Paul-Ambroise Duquenne; Holger Schwenk; Peng-Jen Chen; Changhan Wang; Sravya Popuri; Juan Miguel Pino; Jiatao Gu; Wei-Ning Hsu (CoRR, 2021)

Factors Governing Selectivity of Dopamine Receptor Binding Compounds for D2R and D3R Subtypes. - Hamed S. Hayatshahi; Robert R. Luedtke; Michelle Taylor; Peng-Jen Chen; Benjamin E. Blass; Jin Liu 005 (J. Chem. Inf. Model., 2021)

Direct Speech-to-Speech Translation With Discrete Units. - Ann Lee 001; Peng-Jen Chen; Changhan Wang; Jiatao Gu; Sravya Popuri; Xutai Ma; Adam Polyak; Yossi Adi; Qing He; Yun Tang 002; Juan Pino 001; Wei-Ning Hsu (ACL (1), 2022)

Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation. - Sravya Popuri; Peng-Jen Chen; Changhan Wang; Juan Pino 001; Yossi Adi; Jiatao Gu; Wei-Ning Hsu; Ann Lee 001 (INTERSPEECH, 2022)

Textless Speech-to-Speech Translation on Real Data. - Ann Lee 001; Hongyu Gong; Paul-Ambroise Duquenne; Holger Schwenk; Peng-Jen Chen; Changhan Wang; Sravya Popuri; Yossi Adi; Juan Miguel Pino; Jiatao Gu; Wei-Ning Hsu (NAACL-HLT, 2022)

The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation. - Naman Goyal 001; Cynthia Gao; Vishrav Chaudhary; Peng-Jen Chen; Guillaume Wenzek; Da Ju; Sanjana Krishnan; Marc'Aurelio Ranzato; Francisco Guzmán; Angela Fan (Trans. Assoc. Comput. Linguistics, 2022)

Speech-to-Speech Translation for a Real-world Unwritten Language. - Peng-Jen Chen; Kevin Tran; Yilin Yang; Jingfei Du; Justine Kao; Yu-An Chung; Paden Tomasello; Paul-Ambroise Duquenne; Holger Schwenk; Hongyu Gong; Hirofumi Inaguma; Sravya Popuri; et al. (ACL (Findings), 2023)

UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units. - Hirofumi Inaguma; Sravya Popuri; Ilia Kulikov; Peng-Jen Chen; Changhan Wang; Yu-An Chung; Yun Tang 002; Ann Lee 001; Shinji Watanabe 001; Juan Pino 001 (ACL (1), 2023)

Simple and Effective Unsupervised Speech Translation. - Changhan Wang; Hirofumi Inaguma; Peng-Jen Chen; Ilia Kulikov; Yun Tang 002; Wei-Ning Hsu; Michael Auli; Juan Pino 001 (ACL (1), 2023)

A Holistic Cascade System, Benchmark, and Human Evaluation Protocol for Expressive Speech-to-Speech Translation. - Wen-Chin Huang; Benjamin N. Peloquin; Justine Kao; Changhan Wang; Hongyu Gong; Elizabeth Salesky; Yossi Adi; Ann Lee 001; Peng-Jen Chen (ICASSP, 2023)

SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. - Seamless Communication; Loïc Barrault; Yu-An Chung; Mariano Coria Meglioli; David Dale; Ning Dong; Paul-Ambroise Duquenne; Hady Elsahar; Hongyu Gong; Kevin Heffernan; John Hoffman; Christopher Klaiber; et al. (CoRR, 2023)

Seamless: Multilingual Expressive and Streaming Speech Translation. - Loïc Barrault; Yu-An Chung; Mariano Coria Meglioli; David Dale; Ning Dong; Mark Duppenthaler; Paul-Ambroise Duquenne; Brian Ellis; Hady Elsahar; Justin Haaheim; John Hoffman; Min-Jae Hwang; et al. (CoRR, 2023)

Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation. - Min-Jae Hwang; Ilia Kulikov; Benjamin N. Peloquin; Hongyu Gong; Peng-Jen Chen; Ann Lee 001 (ACL (Findings), 2024)

M2BART: Multilingual and Multimodal Encoder-Decoder Pre-Training for Any-to-Any Machine Translation. - Peng-Jen Chen; Bowen Shi; Kelvin Niu; Ann Lee 001; Wei-Ning Hsu (ICASSP, 2024)

Robust-optimization-guiding deep reinforcement learning for chemical material production scheduling. - Chia-Yen Lee; Yi-Tao Huang; Peng-Jen Chen (Comput. Chem. Eng., 2024)