Popular GitHub Repositories for Transduction

Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)

PyTorch implementation of Sequence Transduction with Recurrent Neural Networks (RNN-T) speech recognition paper

Unofficial implementation of generative recommender (GR) with Hierarchical Sequential Transduction Unit (HSTU) from Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Transliteration using Sequence to Sequence transduction using Hard Monotonic Attention, based on our EMNLP 2018 paper

Cherokee is a highly endangered Native American language spoken by the Cherokee people. We provide a way to mitigate this issue by providing a Neural Machine Translation System.

ALGTG: Active Learning Strategy using Graph Transduction Game Algorithm

Deep Active Learning for Morphophonological Processing (Mirbostani et al., ACL 2023)