What Makes Good In-Context Examples for GPT- $3$ ?

17 January 2021

Lawrence Carin

Papers citing "What Makes Good In-Context Examples for GPT-$3$?"

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Title
MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning Zihan Chen Song Wang Zhen Tan Jundong Li Cong Shen OffRL 183 0 0 22 May 2025
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Ziyi Wang Jun Wang Chi Ma Huiling Zhen Mingxuan Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 259 0 0 05 May 2025
TF1-EN-3M: Three Million Synthetic Moral Fables for Training Small, Open Language Models Mihai Nadas Laura Diosan Andrei Piscoran Andreea Tomescu VGen 91 0 0 29 Apr 2025
Mimic In-Context Learning for Multimodal Tasks Yuchu Jiang Jiale Fu Chenduo Hao Xinting Hu Yingzhe Peng Xin Geng Xu Yang 89 0 0 11 Apr 2025
Generative Artificial Intelligence in Robotic Manipulation: A Survey Kun Zhang Peng Yun Jun Cen Junhao Cai DiDi Zhu ... Qifeng Chen Jia Pan Wei Zhang Bo Yang Hua Chen 130 1 0 05 Mar 2025
Advancing Multimodal In-Context Learning in Large Vision-Language Models with Task-aware Demonstrations Yanshu Li 101 2 0 05 Mar 2025
PICASO: Permutation-Invariant Context Composition with State Space Models Tian Yu Liu Alessandro Achille Matthew Trager Aditya Golatkar Luca Zancato Stefano Soatto LRM 112 0 0 24 Feb 2025
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning Xuetao Ma Wenbin Jiang Hua Huang LRM 101 3 0 21 Feb 2025
D.Va: Validate Your Demonstration First Before You Use It Qi Zhang Zhiqing Xiao Ruixuan Xiao Lirong Gao Junbo Zhao 166 0 0 20 Feb 2025
ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification Y. Meena Vaibhav Singh Ayush Maheshwari Amrith Krishna Ganesh Ramakrishnan AI4TS 359 0 0 09 Feb 2025
Mathematical Language Models: A Survey Wen Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 163 14 0 03 Jan 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks Ziyan Jiang Rui Meng Xinyi Yang Semih Yavuz Yingbo Zhou Wenhu Chen MLLM VLM 144 26 0 03 Jan 2025
In-Context Learning with Iterative Demonstration Selection Chengwei Qin Aston Zhang Chong Chen Anirudh Dagar Wenming Ye LRM 138 49 0 31 Dec 2024
Revisiting In-Context Learning with Long Context Language Models Jinheon Baek Sun Jae Lee Prakhar Gupta Geunseob Oh Siddharth Dalmia 515 3 0 22 Dec 2024
PICLe: Pseudo-Annotations for In-Context Learning in Low-Resource Named Entity Detection Sepideh Mamooler Syrielle Montariol Alexander Mathis Antoine Bosselut 141 1 0 16 Dec 2024
The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection Tomas Horych Christoph Mandl Terry Ruas André Greiner-Petter Bela Gipp Akiko Aizawa Timo Spinde 154 6 0 17 Nov 2024
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs Shuyang Yu Runxue Bao Parminder Bhatia Taha A. Kass-Hout Jiayu Zhou Cao Xiao 118 1 0 31 Oct 2024
DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning Xinyu Tang Xiaolei Wang Wayne Xin Zhao Ji-Rong Wen 85 5 0 26 Oct 2024
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels Lei Li Xiangxu Zhang Xiao Zhou Zheng Liu VLM RALM 88 2 0 26 Oct 2024
Compute-Constrained Data Selection Junjie Oscar Yin Alexander M. Rush 96 1 0 21 Oct 2024
Few-Shot Joint Multimodal Entity-Relation Extraction via Knowledge-Enhanced Cross-modal Prompt Model Li Yuan Yi Cai Junsheng Huang VLM 74 2 0 18 Oct 2024
In-Context Learning Enables Robot Action Prediction in LLMs Yida Yin Zekai Wang Yuvan Sharma Dantong Niu Trevor Darrell Roei Herzig LM&Ro 180 4 0 16 Oct 2024
ELICIT: LLM Augmentation via External In-Context Capability Futing Wang Jianhao Yan Yue Zhang Tao Lin 96 1 0 12 Oct 2024
Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models Zióu Zheng Christopher Malon Martin Renqiang Min Xiaodan Zhu LRM 278 0 0 11 Oct 2024
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation Han He Qianchu Liu Lei Xu Chaitanya P. Shivade Yi Zhang S. Srinivasan Katrin Kirchhoff 66 1 0 03 Oct 2024
GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning Jiale Fu Yaqing Wang Simeng Han Jiaming Fan Chen Si 89 1 0 03 Oct 2024
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 92 1 0 02 Oct 2024
Cropper: Vision-Language Model for Image Cropping through In-Context Learning Seung Hyun Lee Junjie Ke Yinxiao Li Junfeng He Steven Hickson ... Irfan Essa Sangpil Kim Ming-Hsuan Yang Irfan Essa Feng Yang VLM 81 0 0 14 Aug 2024
LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations Lei Shi Zhimeng Liu Yi Yang Weize Wu Yuyang Zhang ... Zipeng Liu Huobin Tan Hongyi Gao Yue Zhang Ge Wang 81 0 0 06 Aug 2024
Grammar-based Game Description Generation using Large Language Models Tsunehiko Tanaka Edgar Simo-Serra 92 2 0 24 Jul 2024
FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios Yongjian Tang Rakebul Hasan Thomas Runkler 118 2 0 10 Jul 2024
PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection Jooyoung Lee Toshini Agrawal Adaku Uchendu Thai V. Le Jinghui Chen Dongwon Lee 126 1 0 24 Jun 2024
LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Xiaohao Yang He Zhao Dinh Q. Phung Wray Buntine Lan Du ALM ELM 119 2 0 13 Jun 2024
E-ICL: Enhancing Fine-Grained Emotion Recognition through the Lens of Prototype Theory Zhou Yang Zhou Yang Chenglong Ye Yufeng Wang Haizhou Sun Chao Chen Xiaofei Zhu Yunbing Wu Xiangwen Liao 121 1 0 04 Jun 2024
Unsupervised Meta-Learning via In-Context Learning Anna Vettoruzzo Lorenzo Braccaioli Joaquin Vanschoren M. Nowaczyk SSL 93 1 0 25 May 2024
XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples Peiqin Lin André F. T. Martins Hinrich Schütze RALM 91 3 0 08 May 2024
Large Language Model Agent as a Mechanical Designer Yayati Jadhav A. Farimani AI4CE LLMAG 129 10 0 26 Apr 2024
FlexLLM: A System for Co-Serving Large Language Model Inference and Parameter-Efficient Finetuning Xupeng Miao Gabriele Oliaro Xinhao Cheng Vineeth Kada Ruohan Gao ... April Yang Yingcheng Wang Mengdi Wu Colin Unger Zhihao Jia MoE 132 10 0 29 Feb 2024
Hot PATE: Private Aggregation of Distributions for Diverse Task Edith Cohen Benjamin Cohen-Wang Xin Lyu Jelani Nelson Tamas Sarlos Uri Stemmer 87 5 0 04 Dec 2023
Hijacking Large Language Models via Adversarial In-Context Learning Yao Qiang Xiangyu Zhou Saleh Zare Zade Prashant Khanduri Dongxiao Zhu 91 34 0 16 Nov 2023
GLoRE: Evaluating Logical Reasoning of Large Language Models Hanmeng Liu Zhiyang Teng Ruoxi Ning Jian Liu Qiji Zhou Yuexin Zhang Yue Zhang ReLM ELM LRM 101 8 0 13 Oct 2023
LLM4DV: Using Large Language Models for Hardware Test Stimuli Generation Zixi Zhang Greg Chadwick Hugo McNally Yiren Zhao Robert D. Mullins Jianyi Cheng Robert Mullins Yiren Zhao 77 22 0 06 Oct 2023
Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering Rabiul Awal Le Zhang Aishwarya Agrawal LRM 86 13 0 16 Jun 2023
On the Creativity of Large Language Models Giorgio Franceschelli Mirco Musolesi 151 56 0 27 Mar 2023
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 362 1,961 0 31 Dec 2020
mT5: A massively multilingual pre-trained text-to-text transformer Linting Xue Noah Constant Adam Roberts Mihir Kale Rami Al-Rfou Aditya Siddhant Aditya Barua Colin Raffel 115 2,533 0 22 Oct 2020
Explaining and Improving Model Behavior with k Nearest Neighbor Representations Nazneen Rajani Ben Krause Wengpeng Yin Tong Niu R. Socher Caiming Xiong FAtt 43 33 0 18 Oct 2020
Nearest Neighbor Machine Translation Urvashi Khandelwal Angela Fan Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 59 285 0 01 Oct 2020
Generation-Augmented Retrieval for Open-domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen RALM 78 248 0 17 Sep 2020
Measuring Massive Multitask Language Understanding Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika D. Song Jacob Steinhardt ELM RALM 157 4,377 0 07 Sep 2020

What Makes Good In-Context Examples for GPT-333?

Papers citing "What Makes Good In-Context Examples for GPT-$3$?"

What Makes Good In-Context Examples for GPT- $3$ ?