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The Impact of Demonstrations on Multilingual In-Context Learning: A
  Multidimensional Analysis

The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis

20 February 2024
Miaoran Zhang
Vagrant Gautam
Mingyang Wang
Jesujoba Oluwadara Alabi
Xiaoyu Shen
Dietrich Klakow
Marius Mosbach
ArXivPDFHTML

Papers citing "The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis"

7 / 7 papers shown
Title
Large Language Models Understand and Can be Enhanced by Emotional
  Stimuli
Large Language Models Understand and Can be Enhanced by Emotional Stimuli
Cheng-rong Li
Jindong Wang
Yixuan Zhang
Kaijie Zhu
Wenxin Hou
Jianxun Lian
Fang Luo
Qiang Yang
Xingxu Xie
LRM
67
116
0
14 Jul 2023
Complexity-Based Prompting for Multi-Step Reasoning
Complexity-Based Prompting for Multi-Step Reasoning
Yao Fu
Hao-Chun Peng
Ashish Sabharwal
Peter Clark
Tushar Khot
ReLM
LRM
152
298
0
03 Oct 2022
Training language models to follow instructions with human feedback
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
301
11,730
0
04 Mar 2022
PromptSource: An Integrated Development Environment and Repository for
  Natural Language Prompts
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
Meta-learning via Language Model In-context Tuning
Meta-learning via Language Model In-context Tuning
Yanda Chen
Ruiqi Zhong
Sheng Zha
George Karypis
He He
210
155
0
15 Oct 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming
  Few-Shot Prompt Order Sensitivity
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
What Makes Good In-Context Examples for GPT-$3$?
What Makes Good In-Context Examples for GPT-333?
Jiachang Liu
Dinghan Shen
Yizhe Zhang
Bill Dolan
Lawrence Carin
Weizhu Chen
AAML
RALM
275
1,296
0
17 Jan 2021
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