Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning
Performance of GPT-2

Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2

24 March 2021

Kyle Richardson

Christian Voigt

Papers citing "Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2"

13 / 13 papers shown

Title
CogLM: Tracking Cognitive Development of Large Language Models Xinglin Wang Peiwen Yuan Shaoxiong Feng Yiwei Li Boyuan Pan Heda Wang Yao Hu Kan Li ELM 67 0 0 17 Aug 2024
CoLadder: Supporting Programmers with Hierarchical Code Generation in Multi-Level Abstraction Ryan Yen Jiawen Zhu Sangho Suh Haijun Xia Jian Zhao 43 14 0 12 Oct 2023
A Word is Worth a Thousand Pictures: Prompts as AI Design Material Chinmay Kulkarni Stefania Druga Minsuk Chang Alexander J. Fiannaca Carrie J. Cai Michael Terry 3DV 26 30 0 22 Mar 2023
Large Language Models Are Human-Level Prompt Engineers Yongchao Zhou Andrei Ioan Muresanu Ziwen Han Keiran Paster Silviu Pitis Harris Chan Jimmy Ba ALM LLMAG 21 829 0 03 Nov 2022
Measuring and Narrowing the Compositionality Gap in Language Models Ofir Press Muru Zhang Sewon Min Ludwig Schmidt Noah A. Smith M. Lewis ReLM KELM LRM 52 557 0 07 Oct 2022
How to Prompt? Opportunities and Challenges of Zero- and Few-Shot Learning for Human-AI Interaction in Creative Applications of Generative Models Hai Dang Lukas Mecke Florian Lehmann Sven Goller Daniel Buschek 28 97 0 03 Sep 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 250 440 0 21 Jun 2022
Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability Kyle Richardson Ashish Sabharwal ReLM LRM 30 24 0 16 Dec 2021
AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts Tongshuang Wu Michael Terry Carrie J. Cai LLMAG AI4CE LRM 37 447 0 04 Oct 2021
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 268 33 0 18 Apr 2021
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,589 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 419 2,588 0 03 Sep 2019
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 260 620 0 04 Dec 2018