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GitHub topics: simultaneous-machine-translation

OSU-STARLAB/Simul-LLM

[ACL 2024] An easily extensible framework for simultaneous, text-to-text neural machine translation (SimulMT) for LLMs.

Language: Python - Size: 932 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 14 - Forks: 2

zhangshaolei1998/Awesome-Simultaneous-Translation

Paper list of simultaneous translation / streaming translation, including text-to-text machine translation and speech-to-text translation.

Size: 1.93 MB - Last synced at: 3 days ago - Pushed at: 11 months ago - Stars: 581 - Forks: 7

ictnlp/SiLLM

SiLLM is a Simultaneous Machine Translation (SiMT) Framework. It utilizes a Large Language model as the translation model and employs a traditional SiMT model for policy-decision to achieve SiMT through collaboration.

Language: Python - Size: 9.91 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 2

ictnlp/LSG

The code for AAAI 2025 “Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation”

Language: Python - Size: 608 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

ictnlp/DiSeg

Source code for ACL 2023 paper "End-to-End Simultaneous Speech Translation with Differentiable Segmentation"

Language: Python - Size: 1.73 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 2

ictnlp/Wait-info

Source code for our EMNLP 2022 paper "Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation"

Language: Python - Size: 3.21 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 0

ictnlp/HMT

Source code for ICLR 2023 spotlight paper "Hidden Markov Transformer for Simultaneous Machine Translation"

Language: Python - Size: 1 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 21 - Forks: 2

ictnlp/ITST

Code for EMNLP 2022 main conference paper "Information-Transport-based Policy for Simultaneous Translation"

Language: Python - Size: 1.62 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 3

Related Keywords
machine-translation 8 simultaneous-machine-translation 8 simultaneous-translation 6 speech-translation 3 large-language-models 3 streaming 2 speech 2 streaming-speech-to-text 1 sequence-segmentation 1 segmentation 1 segment 1 transformers 1 end-to-end-speech-translation 1 text-to-text-generation 1 text-to-text 1 streaming-generation 1 speech-to-text 1 speech-llms 1 qwen-audio 1 asr 1 translation 1 llama2 1 large 1 chatgpt 1 text-translation 1 paperlist 1 paper 1 nlp 1 natural-language-processing 1 awesome 1 pytorch 1