(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"

25 / 25 papers shown

Title
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 45 0 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 39 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 32 0 0 08 Apr 2025
DoCIA: An Online Document-Level Context Incorporation Agent for Speech Translation Xinglin Lyu Wei Tang Y. Li X. Zhao Ming Zhu ... Y. Lu Min Zhang Daimeng Wei Hao Yang Min Zhang 39 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 77 1 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 51 12 0 10 Jan 2025
LLM-based Translation Inference with Iterative Bilingual Understanding Andong Chen Kehai Chen Yang Xiang Xuefeng Bai Muyun Yang Yang Feng T. Zhao Min Zhang LRM 51 4 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 100 2 0 16 Dec 2024
How Good Are LLMs for Literary Translation, Really? Literary Translation Evaluation with Humans and LLMs Ran Zhang Wei-Ye Zhao Steffen Eger 41 0 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 42 1 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 41 2 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 M. Bieliková Chinmay Singhal George Shih LM&MA 36 2 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 47 1 0 04 Jul 2024
Towards a Science Exocortex Kevin G. Yager 43 1 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 53 1 0 20 Jun 2024
KTO: Model Alignment as Prospect Theoretic Optimization Kawin Ethayarajh Winnie Xu Niklas Muennighoff Dan Jurafsky Douwe Kiela 131 147 0 02 Feb 2024
Adapting Large Language Models for Document-Level Machine Translation Minghao Wu Thuy-Trang Vu Lizhen Qu George F. Foster Gholamreza Haffari 47 23 0 12 Jan 2024
BayLing: Bridging Cross-lingual Alignment and Instruction Following through Interactive Translation for Large Language Models Shaolei Zhang Qingkai Fang Zhuocheng Zhang Zhengrui Ma Yan Zhou ... Mengyu Bu Shangtong Gui Yunji Chen Xilin Chen Yang Feng ALM 40 25 0 19 Jun 2023
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions Minghao Wu Abdul Waheed Chiyu Zhang Muhammad Abdul-Mageed Alham Fikri Aji ALM 89 96 0 27 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 185 1,041 0 07 Apr 2023
On the Creativity of Large Language Models Giorgio Franceschelli Mirco Musolesi 31 37 0 27 Mar 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 193 1,100 0 06 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 284 8,441 0 04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 195 1,436 0 15 Oct 2021
Rethinking Document-level Neural Machine Translation Zewei Sun Mingxuan Wang Hao Zhou Chengqi Zhao Shujian Huang Jiajun Chen Lei Li VLM 48 41 0 18 Oct 2020