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20212026
most citedMultitask Prompted Training Enables Zero-Shot Task Generalization

563 citations · 657 across the 11 of their papers we have counts for

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5 papers · 1 filter

cs.AI2022★ 3 cited

A Machine with Short-Term, Episodic, and Semantic Memory Systems

Taewoon Kim, Michael Cochez, Vincent François-Lavet +2

Inspired by the cognitive science theory of the explicit human memory systems, we have modeled an agent with short-term, episodic, and semantic memory systems, each of which is mod…

cs.CL2022

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

BigScience Workshop, :, Teven Le Scao +391

Large language models (LLMs) have been shown to be able to perform new tasks based on a few demonstrations or natural language instructions. While these capabilities have led to wi…

cs.CL2022★ 5 cited

Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021

Julia Kiseleva, Ziming Li, Mohammad Aliannejadi +18

Human intelligence has the remarkable ability to quickly adapt to new tasks and environments. Starting from a very young age, humans acquire new skills and learn how to solve new t…

cs.AI2022★ 1 cited

A Machine With Human-Like Memory Systems

Taewoon Kim, Michael Cochez, Vincent Francois-Lavet +2

Inspired by the cognitive science theory, we explicitly model an agent with both semantic and episodic memory systems, and show that it is better than having just one of the two me…

cs.LG2022★ 21 cited

PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts

Stephen H. Bach, Victor Sanh, Zheng-Xin Yong +24

PromptSource is a system for creating, sharing, and using natural language prompts. Prompts are functions that map an example from a dataset to a natural language input and target…