Knowledgeable In-Context Tuning: Exploring and Exploiting Factual
Knowledge for In-Context Learning

Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning

26 September 2023

Chengyu Wang

Chuanqi Tan

Papers citing "Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning"

10 / 10 papers shown

Title
Leveraging Large Language Models for Automated Definition Extraction with TaxoMatic A Case Study on Media Bias Timo Spinde Luyang Lin Smi Hinterreiter Isao Echizen 48 0 0 01 Apr 2025
"What's important here?": Opportunities and Challenges of Using LLMs in Retrieving Information from Web Interfaces Faria Huq Jeffrey P. Bigham Nikolas Martelaro 25 7 0 11 Dec 2023
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models Junbing Yan Chengyu Wang Taolin Zhang Xiaofeng He Jun Huang Wei Zhang ReLM LRM 24 9 0 12 Nov 2023
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models Xiaoman Pan Wenlin Yao Hongming Zhang Dian Yu Dong Yu Jianshu Chen KELM 193 22 0 28 Oct 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Meta-learning via Language Model In-context Tuning Yanda Chen Ruiqi Zhong Sheng Zha George Karypis He He 234 156 0 15 Oct 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 279 1,121 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 1,312 0 17 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,919 0 31 Dec 2020
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 231 778 0 17 Sep 2019