This repository is the official implementation of our EMNLP 2022 paper ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation

Code for ACL 2024 main conference paper "Can We Achieve High-quality Direct Speech-to-Speech Translation Without Parallel Speech Data?".

Learning to Rewrite for Non-Autoregressive Neural Machine Translation

Official Implementation for the ICLR2023 paper "Fuzzy Alignments in Directed Acyclic Graph for Non-autoregressive Machine Translation"

Non-autoregressive Translation by Learning Target Categorical Codes

Official implementation for EMNLP 2023 paper "Non-autoregressive Streaming Transformer for Simultaneous Translation"

LCNAT: Lexical choice in NAT - ICLR 2021

M.Sc. thesis on Continual Learning for Non-Autoregressive Neural Machine Translation

RLFW-NAT: Rejuvenating low-frequency words (parallel data) - ACL 2021

RLFW-NAT.mono: Redistributing low-frequency words (monolingual data) - ACL 2022

This repository is the official implementation of our EMNLP 2022 paper ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation

Bottleneck_LC: Widening the bottleneck of lexical choice in NAT - Computer Speech & Language 2025

CCAN: Context-Aware Cross-Attention for Non-Autoregressive Translation - COLING 2020