Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translation

16 May 2024

Papers citing "Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translation"

7 / 7 papers shown

Title
LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline Biao Fu Minpeng Liao Kai Fan Chengxi Li L. Zhang Yidong Chen Xiaodong Shi OffRL 61 1 0 13 Apr 2025
InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model Siqi Ouyang Xi Xu Lei Li 48 1 0 04 Mar 2025
What Are They Filtering Out? A Survey of Filtering Strategies for Harm Reduction in Pretraining Datasets Marco Antonio Stranisci Christian Hardmeier 50 0 0 17 Feb 2025
FASST: Fast LLM-based Simultaneous Speech Translation Siqi Ouyang Xi Xu Chinmay Dandekar Lei Li 23 3 0 18 Aug 2024
SiLLM: Large Language Models for Simultaneous Machine Translation Shoutao Guo Shaolei Zhang Zhengrui Ma Min Zhang Yang Feng LRM 35 9 0 20 Feb 2024
The Falcon Series of Open Language Models Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra-Aimée Cojocaru ... Quentin Malartic Daniele Mazzotta Badreddine Noune B. Pannier Guilherme Penedo AI4TS ALM 113 389 0 28 Nov 2023
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 242 690 0 27 Aug 2021