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.
☆18Feb 22, 2024Updated 2 years ago
Alternatives and similar repositories for SiLLM
Users that are interested in SiLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The code for AAAI 2025 “Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation”☆15Jan 3, 2025Updated last year
- Code for EMNLP 2022 main conference paper "Information-Transport-based Policy for Simultaneous Translation"☆13Nov 3, 2022Updated 3 years ago
- DST is a Decoder-only simultaneous machine translation model, which can conduct policy decision and translation concurrently☆11Jun 6, 2024Updated last year
- Code for ACL 2022 main conference paper "Modeling Dual Read/Write Paths for Simultaneous Machine Translation"☆12Mar 31, 2022Updated 3 years ago
- ☆13Aug 23, 2024Updated last year
- Source code for Truth-Aware Context Selection: Mitigating the Hallucinations of Large Language Models Being Misled by Untruthful Contexts☆17Sep 2, 2024Updated last year
- Code for ACL 2024 main conference paper "Can We Achieve High-quality Direct Speech-to-Speech Translation Without Parallel Speech Data?".☆26Jul 2, 2024Updated last year
- Code for ACL 2022 findings paper "Gaussian Multi-head Attention for Simultaneous Machine Translation"☆11Mar 31, 2022Updated 3 years ago
- [ACL 2024] An easily extensible framework for simultaneous, text-to-text neural machine translation (SimulMT) for LLMs.☆18Apr 21, 2025Updated 11 months ago
- A Toolkit for a series of Young projects.☆23Apr 30, 2021Updated 4 years ago
- Code and data for the paper "Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed?"☆26Jun 3, 2025Updated 9 months ago
- Code for EMNLP 2022 main conference paper "Low-resource Neural Machine Translation with Cross-modal Alignment".☆15Apr 25, 2023Updated 2 years ago
- Source code for ACL 2023 paper "End-to-End Simultaneous Speech Translation with Differentiable Segmentation"☆37Dec 6, 2023Updated 2 years ago
- Code for NeurIPS 2023 paper "Non-autoregressive Machine Translation with Probabilistic Context-free Grammar".☆12Jan 4, 2024Updated 2 years ago
- Code and pretrained models for "DUB: Discrete Unit Back-translation for Speech Translation" (ACL 2023 Findings)☆28Jun 28, 2023Updated 2 years ago
- Curriculum training☆22Jun 25, 2025Updated 8 months ago
- FlexRAG: A RAG Framework for Information Retrieval and Generation.☆234Updated this week
- Source code for ICLR 2023 spotlight paper "Hidden Markov Transformer for Simultaneous Machine Translation"☆24Dec 11, 2023Updated 2 years ago
- Introduction and scripts for ACL-2020 paper "On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation"☆21Jun 23, 2020Updated 5 years ago
- ☆25Oct 31, 2024Updated last year
- Code for ACL 2024 paper "TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space"☆143Mar 26, 2024Updated last year
- Code for paper "Patch-Level Training for Large Language Models"☆97Nov 10, 2025Updated 4 months ago
- ☆37Mar 16, 2026Updated last week
- Adaptive Machine Translation with Large Language Models☆32Jan 4, 2025Updated last year
- ☆10Oct 17, 2021Updated 4 years ago
- Code for NeurIPS 2023 paper "DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation".☆63Jul 22, 2024Updated last year
- An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.☆28Apr 15, 2025Updated 11 months ago
- Instructions for setting up a Slurm gpu cluster on Ubuntu 22.04.☆31Feb 29, 2024Updated 2 years ago
- ☆37Nov 14, 2025Updated 4 months ago
- Streamable Text-to-Speech model using a language modeling approach, without vector quantization☆110May 20, 2025Updated 10 months ago
- A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck☆10Sep 9, 2022Updated 3 years ago
- Library for experimenting with state-of-the-art evaluation metrics like UScore☆12May 27, 2023Updated 2 years ago
- Modified version of fairseq, including new implementations for criterions using reinforcement learning methods.☆11Aug 14, 2019Updated 6 years ago
- BLSP: Bootstrapping Langauge-Speech Pre-training via Behavior Alignment of Continuation Writing☆59Mar 11, 2024Updated 2 years ago
- EWoK dataset generation framework☆10May 14, 2024Updated last year
- [Reproduce] Code for the EMNLP2018 paper "A Visual Attention Grounding Neural Model for Multimodal Machine Translation".☆11Jan 19, 2020Updated 6 years ago
- Code for "Dynamic Context-guided Capsule Network for Multimodal Machine Translation" (ACM MM2020)☆42Jan 22, 2022Updated 4 years ago
- ☆15Nov 20, 2025Updated 4 months ago
- code for paper "Cross-modal Contrastive Learning for Speech Translation" (NAACL 2022)☆65May 25, 2022Updated 3 years ago