Prompting PaLM for Translation: Assessing Strategies and Performance

16 November 2022

Colin Cherry

Papers citing "Prompting PaLM for Translation: Assessing Strategies and Performance"

28 / 28 papers shown

Title
Improving Retrieval-Augmented Neural Machine Translation with Monolingual Data Maxime Bouthors Josep Crego François Yvon RALM LRM 44 0 0 30 Apr 2025
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs Madhusudan Ghosh Shrimon Mukherjee Asmit Ganguly Partha Basuchowdhuri S. Naskar Debasis Ganguly 29 7 0 15 Sep 2024
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 32 38 0 06 Jun 2024
Relay Decoding: Concatenating Large Language Models for Machine Translation Chengpeng Fu Xiaocheng Feng Yi-Chong Huang Wenshuai Huo Baohang Li Hui Wang Bing Qin Ting Liu 24 0 0 05 May 2024
Aligning Large Language Models with Counterfactual DPO Bradley Butcher ALM 21 1 0 17 Jan 2024
Towards Effective Disambiguation for Machine Translation with Large Language Models Vivek Iyer Pinzhen Chen Alexandra Birch 9 10 0 20 Sep 2023
Augmenting Large Language Model Translators via Translation Memories Yongyu Mu Abudurexiti Reheman Zhiquan Cao Yuchun Fan Bei Li Yinqiao Li Tong Xiao Chunliang Zhang Jingbo Zhu LRM 28 25 0 27 May 2023
HowkGPT: Investigating the Detection of ChatGPT-generated University Student Homework through Context-Aware Perplexity Analysis Christoforos Vasilatos Manaar Alam Talal Rahwan Yasir Zaki Michail Maniatakos DeLMO 29 32 0 26 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 27 1,136 0 17 May 2023
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models Hongyuan Lu Haoran Yang Haoyang Huang Dongdong Zhang Wai Lam Furu Wei LRM AI4CE 22 15 0 11 May 2023
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis Wenhao Zhu Hongyi Liu Qingxiu Dong Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen Lei Li LRM 20 139 0 10 Apr 2023
Large language models effectively leverage document-level context for literary translation, but critical errors persist Marzena Karpinska Mohit Iyyer 25 81 0 06 Apr 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 13 139 0 28 Mar 2023
The unreasonable effectiveness of few-shot learning for machine translation Xavier Garcia Yamini Bansal Colin Cherry George F. Foster M. Krikun Fan Feng Melvin Johnson Orhan Firat 21 102 0 02 Feb 2023
Bidirectional Language Models Are Also Few-shot Learners Ajay Patel Bryan Li Mohammad Sadegh Rasooli Noah Constant Colin Raffel Chris Callison-Burch LRM 50 45 0 29 Sep 2022
Prompting for a conversation: How to control a dialog model? Josef Valvoda Yimai Fang David Vandyke 21 5 0 22 Sep 2022
Probing via Prompting Jiaoda Li Ryan Cotterell Mrinmaya Sachan 16 13 0 04 Jul 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts Stephen H. Bach Victor Sanh Zheng-Xin Yong Albert Webson Colin Raffel ... Khalid Almubarak Xiangru Tang Dragomir R. Radev Mike Tian-Jian Jiang Alexander M. Rush VLM 212 335 0 02 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection Suchin Gururangan Dallas Card Sarah K. Drier E. K. Gade Leroy Z. Wang Zeyu Wang Luke Zettlemoyer Noah A. Smith 160 72 0 25 Jan 2022
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 124 80 0 06 Aug 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 274 882 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,296 0 17 Jan 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 248 340 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,898 0 31 Dec 2020
Rethinking embedding coupling in pre-trained language models Hyung Won Chung Thibault Févry Henry Tsai Melvin Johnson Sebastian Ruder 93 142 0 24 Oct 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 251 1,382 0 21 Jan 2020