Beyond Quantum Computation Based on Classical Entanglement. - Jian Fu; Xutai Ma; Wenjiang Li; Shuo Sun (CoRR, 2015)

An Analysis of Source Context Dependency in Neural Machine Translation. - Xutai Ma; Ke Li; Philipp Koehn (EAMT, 2018)

Cross-lingual Decompositional Semantic Parsing. - Sheng Zhang 012; Xutai Ma; Rachel Rudinger; Kevin Duh; Benjamin Van Durme (EMNLP, 2018)

NIST TAC SM-KBP 2018 System Description: JHU/UR Pipeline. - Patrick Xia 002; Elias Stengel-Eskin; Tongfei Chen; Seth Ebner; Nils Holzenberger; Ryan Culkin; Pushpendre Rastogi; Xutai Ma; Benjamin Van Durme (TAC, 2018)

AMR Parsing as Sequence-to-Graph Transduction. - Sheng Zhang 012; Xutai Ma; Kevin Duh; Benjamin Van Durme (ACL (1), 2019)

Broad-Coverage Semantic Parsing as Transduction. - Sheng Zhang 012; Xutai Ma; Kevin Duh; Benjamin Van Durme (EMNLP/IJCNLP (1), 2019)

Harnessing Indirect Training Data for End-to-End Automatic Speech Translation: Tricks of the Trade. - Juan Pino 001; Liezl Puzon; Jiatao Gu; Xutai Ma; Arya D. McCarthy; Deepak Gopinath (IWSLT, 2019)

Robust Document Representations for Cross-Lingual Information Retrieval in Low-Resource Settings. - Mahsa Yarmohammadi; Xutai Ma; Sorami Hisamoto; Muhammad Rahman 001; Yiming Wang 006; Hainan Xu; Daniel Povey; Philipp Koehn; Kevin Duh (MTSummit (1), 2019)

Leveraging Out-of-Task Data for End-to-End Automatic Speech Translation. - Juan Miguel Pino; Liezl Puzon; Jiatao Gu; Xutai Ma; Arya D. McCarthy; Deepak Gopinath (CoRR, 2019)

SIMULEVAL: An Evaluation Toolkit for Simultaneous Translation. - Xutai Ma; Mohammad Javad Dousti; Changhan Wang; Jiatao Gu; Juan Miguel Pino (EMNLP (Demos), 2020)

Monotonic Multihead Attention. - Xutai Ma; Juan Miguel Pino; James Cross 003; Liezl Puzon; Jiatao Gu (ICLR, 2020)

SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech Translation. - Xutai Ma; Juan Miguel Pino; Philipp Koehn (AACL/IJCNLP, 2020)

Fairseq S2T: Fast Speech-to-Text Modeling with Fairseq. - Changhan Wang; Yun Tang 002; Xutai Ma; Anne Wu; Dmytro Okhonko; Juan Miguel Pino (AACL/IJCNLP (System Demonstrations), 2020)

Self-Training for End-to-End Speech Translation. - Juan Miguel Pino; Qiantong Xu; Xutai Ma; Mohammad Javad Dousti; Yun Tang 002 (INTERSPEECH, 2020)

FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN. - Ebrahim Ansari; Amittai Axelrod; Nguyen Bach; Ondrej Bojar; Roldano Cattoni; Fahim Dalvi; Nadir Durrani; Marcello Federico; Christian Federmann; Jiatao Gu; Fei Huang 002; Kevin Knight; et al. (IWSLT, 2020)

Streaming Simultaneous Speech Translation with Augmented Memory Transformer. - Xutai Ma; Yongqiang Wang; Mohammad Javad Dousti; Philipp Koehn; Juan Miguel Pino (ICASSP, 2021)

A General Multi-Task Learning Framework to Leverage Text Data for Speech to Text Tasks. - Yun Tang 002; Juan Miguel Pino; Changhan Wang; Xutai Ma; Dmitriy Genzel (ICASSP, 2021)

Findings of the IWSLT 2021 Evaluation Campaign. - Antonios Anastasopoulos; Ondrej Bojar; Jacob Bremerman; Roldano Cattoni; Maha Elbayad; Marcello Federico; Xutai Ma; Satoshi Nakamura 001; Matteo Negri; Jan Niehues; Juan Miguel Pino; Elizabeth Salesky; et al. (IWSLT, 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)

Incremental Speech Synthesis For Speech-To-Speech Translation. - Danni Liu; Changhan Wang; Hongyu Gong; Xutai Ma; Yun Tang 002; Juan Miguel Pino (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)

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)

From Start to Finish: Latency Reduction Strategies for Incremental Speech Synthesis in Simultaneous Speech-to-Speech Translation. - Danni Liu; Changhan Wang; Hongyu Gong; Xutai Ma; Yun Tang 002; Juan Miguel Pino (INTERSPEECH, 2022)

Findings of the IWSLT 2022 Evaluation Campaign. - Antonios Anastasopoulos; Loïc Barrault; Luisa Bentivogli; Marcely Zanon Boito; Ondrej Bojar; Roldano Cattoni; Anna Currey; Georgiana Dinu; Kevin Duh; Maha Elbayad; Clara Emmanuel; Yannick Estève; et al. (IWSLT@ACL, 2022)

Hybrid Transducer and Attention based Encoder-Decoder Modeling for Speech-to-Text Tasks. - Yun Tang 002; Anna Y. Sun; Hirofumi Inaguma; Xinyue Chen; Ning Dong; Xutai Ma; Paden Tomasello; Juan Pino 001 (ACL (1), 2023)

Findings of the IWSLT 2023 Evaluation Campaign. - Sweta Agrawal; Antonios Anastasopoulos; Luisa Bentivogli; Ondrej Bojar; Claudia Borg; Marine Carpuat; Roldano Cattoni; Mauro Cettolo; Mingda Chen; William Chen; Khalid Choukri; Alexandra Chronopoulou; et al. (IWSLT@ACL, 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)

Efficient Monotonic Multihead Attention. - Xutai Ma; Anna Y. Sun; Siqi Ouyang; Hirofumi Inaguma; Paden Tomasello (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)

Evaluating the IWSLT2023 Speech Translation Tasks: Human Annotations, Automatic Metrics, and Segmentation. - Matthias Sperber; Ondrej Bojar; Barry Haddow; Dávid Javorský; Xutai Ma; Matteo Negri; Jan Niehues; Peter Polák; Elizabeth Salesky; Katsuhito Sudoh; Marco Turchi (LREC/COLING, 2024)

Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction. - Jiatong Shi; Hirofumi Inaguma; Xutai Ma; Ilia Kulikov; Anna Y. Sun (ICLR, 2024)

MMM: Multi-Layer Multi-Residual Multi-Stream Discrete Speech Representation from Self-supervised Learning Model. - Jiatong Shi; Xutai Ma; Hirofumi Inaguma; Anna Sun; Shinji Watanabe 001 (INTERSPEECH, 2024)

MMM: Multi-Layer Multi-Residual Multi-Stream Discrete Speech Representation from Self-supervised Learning Model. - Jiatong Shi; Xutai Ma; Hirofumi Inaguma; Anna Y. Sun; Shinji Watanabe 001 (CoRR, 2024)

SSR: Alignment-Aware Modality Connector for Speech Language Models. - Weiting Tan; Hirofumi Inaguma; Ning Dong; Paden Tomasello; Xutai Ma (CoRR, 2024)

Findings of the IWSLT 2024 Evaluation Campaign. - Ibrahim Said Ahmad; Antonios Anastasopoulos; Ondrej Bojar; Claudia Borg; Marine Carpuat; Roldano Cattoni; Mauro Cettolo; William Chen; Qianqian Dong; Marcello Federico; Barry Haddow; Dávid Javorský; et al. (CoRR, 2024)

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset. - Vasu Agrawal; Akinniyi Akinyemi; Kathryn Alvero; Morteza Behrooz; Julia Buffalini; Fabio Maria Carlucci; Joy Chen; Junming Chen; Zhang Chen; Shiyang Cheng; Praveen Chowdary; Joe Chuang; et al. (CoRR, 2025)