10/30/2022 0 Comments Inner monologue![]() ![]() “How We Accidentally Gave Our Bots Their Personalities”, Latitude 2021.“Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm”, Reynolds & McDonell 2021.“Measuring Mathematical Problem Solving With the MATH Dataset”, Hendrycks et al 2021.“A Simple Method to Keep GPT-3 Focused in a Conversation”, Mayne 2021.“Explainable Multi-hop Verbal Reasoning Through Internal Monologue”, Liang et al 2021.“Decision Transformer: Reinforcement Learning via Sequence Modeling”, Chen et al 2021.“Program Synthesis With Large Language Models”, Austin et al 2021.“Teaching Autoregressive Language Models Complex Tasks By Demonstration”, Recchia 2021.“AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts”, Wu et al 2021. ![]() “Show Your Work: Scratchpads for Intermediate Computation With Language Models”, Nye et al 2021.“Unsupervised Neural Machine Translation With Generative Language Models Only”, Han et al 2021.“Training Verifiers to Solve Math Word Problems”, Cobbe et al 2021.“Few-Shot Self-Rationalization With Natural Language Prompts”, Marasović et al 2021.“DREAM: Uncovering Mental Models behind Language Models”, Gu et al 2021.“Reframing Human-AI Collaboration for Generating Free-Text Explanations”, Wiegreffe et al 2021.“WebGPT: Improving the Factual Accuracy of Language Models through Web Browsing”, Hilton et al 2021.“A Neural Network Solves and Generates Mathematics Problems by Program Synthesis: Calculus, Differential Equations, Linear Algebra, and More”, Drori et al 2021.“Reasoning Like Program Executors”, Pi et al 2022.“Chain of Thought Prompting Elicits Reasoning in Large Language Models”, Wei et al 2022.“It Looks Like You’re Trying To Take Over The World”, Branwen 2022.“PromptChainer: Chaining Large Language Model Prompts through Visual Programming”, Wu et al 2022.“Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension”, Zhao et al 2022.“Self-Consistency Improves Chain of Thought Reasoning in Language Models”, Wang et al 2022.“A Conversational Paradigm for Program Synthesis”, Nijkamp et al 2022.“STaR: Bootstrapping Reasoning With Reasoning”, Zelikman et al 2022.“Socratic Models: Composing Zero-Shot Multimodal Reasoning With Language”, Zeng et al 2022. ![]()
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