(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts

20 May 2024

Papers citing "(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts"

45 / 45 papers shown

Title
Steering Large Language Models for Machine Translation Personalization Daniel Scalena Gabriele Sarti Arianna Bisazza Elisabetta Fersini Malvina Nissim LLMSV 58 0 0 22 May 2025
TransBench: Benchmarking Machine Translation for Industrial-Scale Applications Haijun Li Tianqi Shi Zifu Shang Yuxuan Han Xueyu Zhao ... Longyue Wang Gongbo Tang Weihua Luo Zhao Xu Kaifu Zhang ELM 36 0 0 20 May 2025
The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks Minghao Wu Weixuan Wang Sinuo Liu Huifeng Yin Xintong Wang Yu Zhao Chenyang Lyu Longyue Wang Weihua Luo Kaifu Zhang ELM 111 1 0 22 Apr 2025
Multilingual Contextualization of Large Language Models for Document-Level Machine Translation Miguel Moura Ramos Patrick Fernandes Sweta Agrawal André F.T. Martins 76 0 0 16 Apr 2025
Can LLMs Simulate Personas with Reversed Performance? A Benchmark for Counterfactual Instruction Following Sai Adith Senthil Kumar Hao Yan Saipavan Perepa Murong Yue Ziyu Yao 74 0 0 08 Apr 2025
DoCIA: An Online Document-Level Context Incorporation Agent for Speech Translation Xinglin Lyu Wei Tang Yongqian Li X. Zhao Ming Zhu ... Yaojie Lu Min Zhang Daimeng Wei Hao Yang Min Zhang 96 0 0 07 Apr 2025
LLM Agents for Education: Advances and Applications Zhendong Chu Shen Wang Jian Xie Tinghui Zhu Yibo Yan ... Aoxiao Zhong Xuming Hu Jing Liang Philip S. Yu Qingsong Wen LLMAG ELM 128 4 0 14 Mar 2025
Multi-Agent Collaboration Mechanisms: A Survey of LLMs Khanh-Tung Tran Dung Dao Minh-Duong Nguyen Quoc-Viet Pham Barry O'Sullivan Hoang D. Nguyen LLMAG 117 41 0 10 Jan 2025
LLM-based Translation Inference with Iterative Bilingual Understanding Andong Chen Kehai Chen Yang Xiang Xuefeng Bai Muyun Yang Yang Feng Tiejun Zhao Min Zhang LRM 105 5 0 31 Dec 2024
Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation Longyue Wang Siyou Liu Chenyang Lyu Wenxiang Jiao Xing Wang ... Minghao Wu Liting Zhou Philipp Koehn Andy Way Yulin Yuan VLM 153 8 0 16 Dec 2024
How Good Are LLMs for Literary Translation, Really? Literary Translation Evaluation with Humans and LLMs Ran Zhang Wei Zhao Steffen Eger 99 5 0 24 Oct 2024
DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory Yutong Wang Jiali Zeng Xuebo Liu Derek F. Wong Fandong Meng Jie Zhou Min Zhang 100 8 0 10 Oct 2024
Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form Texts Eleftheria Briakou Jiaming Luo Colin Cherry Markus Freitag 79 14 0 10 Sep 2024
Agentic LLM Workflows for Generating Patient-Friendly Medical Reports Malavikha Sudarshan Sophie Shih Róbert Belanec Alina Yang John Zou Cathy Chen Quan Zhou Maria Bielikova Chinmay Singhal George Shih LM&MA 88 7 0 02 Aug 2024
GPT-4 vs. Human Translators: A Comprehensive Evaluation of Translation Quality Across Languages, Domains, and Expertise Levels Jianhao Yan Pingchuan Yan Yulong Chen Judy Li Xianchao Zhu Yue Zhang LM&MA ELM 99 16 0 04 Jul 2024
Scaling Synthetic Data Creation with 1,000,000,000 Personas Tao Ge Xin Chan Dian Yu Haitao Mi Dong Yu Dong Yu SyDa 140 129 0 28 Jun 2024
Towards a Science Exocortex Kevin G. Yager 95 0 0 24 Jun 2024
One Thousand and One Pairs: A "novel" challenge for long-context language models Marzena Karpinska Katherine Thai Kyle Lo Tanya Goyal Mohit Iyyer LRM 84 44 0 24 Jun 2024
Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue Huifang Du Shuqin Li Minghao Wu Xuejing Feng Yuan-Fang Li Haofen Wang OffRL 91 1 0 20 Jun 2024
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models Pat Verga Sebastian Hofstatter Sophia Althammer Yixuan Su Aleksandra Piktus Arkady Arkhangorodsky Minjie Xu Naomi White Patrick Lewis ALM ELM 80 96 0 29 Apr 2024
Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators Yann Dubois Balázs Galambosi Percy Liang Tatsunori Hashimoto ALM 81 359 0 06 Apr 2024
KTO: Model Alignment as Prospect Theoretic Optimization Kawin Ethayarajh Winnie Xu Niklas Muennighoff Dan Jurafsky Douwe Kiela 226 510 0 02 Feb 2024
Large Language Model based Multi-Agents: A Survey of Progress and Challenges Taicheng Guo Preslav Nakov Yaqi Wang Ruidi Chang Shichao Pei Nitesh Chawla Olaf Wiest Xiangliang Zhang LLMAG LM&Ro AI4CE LRM 97 290 0 21 Jan 2024
Adapting Large Language Models for Document-Level Machine Translation Minghao Wu Thuy-Trang Vu Zhuang Li George F. Foster Gholamreza Haffari 102 43 0 12 Jan 2024
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models Yuxin Jiang Yufei Wang Xingshan Zeng Wanjun Zhong Liangyou Li Fei Mi Lifeng Shang Xin Jiang Qun Liu Wei Wang ALM 49 29 0 31 Oct 2023
xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection Nuno M. Guerreiro Ricardo Rei Daan van Stigt Luísa Coheur Pierre Colombo André F.T. Martins 97 126 0 16 Oct 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 174 1,756 0 28 Sep 2023
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models Haoran Xu Young Jin Kim Amr Sharaf Hany Awadalla 55 66 0 20 Sep 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning Xiang Yue Xingwei Qu Ge Zhang Yao Fu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen AIMat LRM 115 391 0 11 Sep 2023
Building Cooperative Embodied Agents Modularly with Large Language Models Hongxin Zhang Weihua Du Jiaming Shan Qinhong Zhou Yilun Du J. Tenenbaum Tianmin Shu Chuang Gan LLMAG LM&Ro 103 162 0 05 Jul 2023
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 73 665 0 14 Jun 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 300 4,186 0 09 Jun 2023
Improving Long Context Document-Level Machine Translation Christian Herold Hermann Ney 29 10 0 08 Jun 2023
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation Haonan Li Fajri Koto Minghao Wu Alham Fikri Aji Timothy Baldwin ALM 55 74 0 24 May 2023
Document-Level Machine Translation with Large Language Models Longyue Wang Chenyang Lyu Tianbo Ji Zhirui Zhang Dian Yu Shuming Shi Zhaopeng Tu ELM 54 122 0 05 Apr 2023
On the Creativity of Large Language Models Giorgio Franceschelli Mirco Musolesi 132 55 0 27 Mar 2023
Document Flattening: Beyond Concatenating Context for Document-Level Neural Machine Translation Minghao Wu George F. Foster Zhuang Li Gholamreza Haffari 41 19 0 16 Feb 2023
Exploring Document-Level Literary Machine Translation with Parallel Paragraphs from World Literature Katherine Thai Marzena Karpinska Kalpesh Krishna Bill Ray M. Inghilleri John Wieting Mohit Iyyer 50 45 0 25 Oct 2022
No Language Left Behind: Scaling Human-Centered Machine Translation Nllb team Marta R. Costa-jussá James Cross Onur cCelebi Maha Elbayad ... Alexandre Mourachko C. Ropers Safiyyah Saleem Holger Schwenk Jeff Wang MoE 161 1,220 0 11 Jul 2022
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 61 157 0 01 Sep 2021
Context-Aware Cross-Attention for Non-Autoregressive Translation Liang Ding Longyue Wang Di Wu Dacheng Tao Zhaopeng Tu 39 40 0 02 Nov 2020
Levenshtein Transformer Jiatao Gu Changhan Wang Jake Zhao 105 359 0 27 May 2019
Meta-Learning for Low-Resource Neural Machine Translation Jiatao Gu Yong Wang Yun Chen Kyunghyun Cho Victor O.K. Li 74 342 0 25 Aug 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 116 2,941 0 23 Apr 2018
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 319 20,491 0 10 Sep 2014