Playing Codenames with Language Graphs and Word Embeddings. - Divya Koyyalagunta; Anna Y. Sun; Rachel Lea Draelos; Cynthia Rudin (J. Artif. Intell. Res., 2021)

stopes - Modular Machine Translation Pipelines. - Pierre Andrews; Guillaume Wenzek; Kevin Heffernan; Onur Çelebi; Anna Y. Sun; Ammar Kamran; Yingzhe Guo; Alexandre Mourachko; Holger Schwenk; Angela Fan (EMNLP (Demos), 2022)

No Language Left Behind: Scaling Human-Centered Machine Translation. - Marta R. Costa-jussà; James Cross 003; Onur Çelebi; Maha Elbayad; Kenneth Heafield; Kevin Heffernan; Elahe Kalbassi; Janice Lam; Daniel Licht; Jean Maillard; Anna Y. Sun; Skyler Wang; et al. (CoRR, 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)

Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation. - Maha Elbayad; Anna Y. Sun; Shruti Bhosale (ACL (Findings), 2023)

Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages. - Simeng Sun; Maha Elbayad; Anna Y. Sun; James Cross 003 (EACL, 2023)

Towards MoE Deployment: Mitigating Inefficiencies in Mixture-of-Expert (MoE) Inference. - Haiyang Huang 003; Newsha Ardalani; Anna Y. Sun; Liu Ke 001; Hsien-Hsin S. Lee; Anjali Sridhar; Shruti Bhosale; Carole-Jean Wu; Benjamin Lee (CoRR, 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)

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)

Toward Efficient Inference for Mixture of Experts. - Haiyang Huang 003; Newsha Ardalani; Anna Y. Sun; Liu Ke 001; Shruti Bhosale; Hsien-Hsin S. Lee; Carole-Jean Wu; Benjamin Lee (NeurIPS, 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)

Characterizing and Efficiently Accelerating Multimodal Generation Model Inference. - Yejin Lee 010; Anna Y. Sun; Basil Hosmer; Bilge Acun; Can Balioglu; Changhan Wang; Charles David Hernandez; Christian Puhrsch; Daniel Haziza; Driss Guessous; Francisco Massa; Jacob Kahn; et al. (CoRR, 2024)

Characterizing and Efficiently Accelerating Multimodal Generation Model Inference. - Yejin Lee 001; Alicia Golden; Anna Y. Sun; Basil Hosmer; Bilge Acun; Can Balioglu; Changhan Wang; Charles David Hernandez; Christian Puhrsch; Daniel Haziza; Driss Guessous; Francisco Massa; et al. (IEEE Micro, 2025)

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)