# LG AI Research — [NAACL 2022] Language Models for Planning in Real-world Tasks

- Company: LG AI Research (lgresearch.ai)
- Announced: 2022-08-05
- Category: research-paper
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://www.lgresearch.ai/blog/view?seq=242
- Record: https://forck.live/items/4937-naacl-2022-language-models-for-planning-in-real-world-tasks
- Subject: EXAONE

LG AI Research demonstrates that language models can plan subgoal sequences from text instructions using in-context learning, with improvements from mutual information ranking and environment feedback.

## Evidence

Verbatim from https://www.lgresearch.ai/blog/view?seq=242:

> We show that language models encode strong common-sense priors useful for planning a sequence of intermediate steps from text instructions.

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Record: https://forck.live/items/4937-naacl-2022-language-models-for-planning-in-real-world-tasks
Catalogue: https://forck.live/llms.txt
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