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LLMs

2023

Tree of Thoughts: Deliberate Problem Solving with Large Language Models
2023-05-17LLMsLLMs, Chain-of-Thought
LLaMA: Open and Efficient Foundation Language Models
2023-02-27LLMsLLMs, LLaMAs

2022

Self-Instruct: Aligning Language Model with Self-Generated Instructions
2022-12-20LLMsLLMs, Instruction Tuning
Zero-shot-CoT: Large Language Models are Zero-Shot Reasoners
2022-05-24LLMsLLMs, Chain-of-Thought
Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
2022-05-21LLMsLLMs, Chain-of-Thought
Self-Consistency Improves Chain of Thought Reasoning in Language Models
2022-03-21LLMsLLMs, Chain-of-Thought
InstructGPT: Training language models to follow instructions with human feedback
2022-03-04LLMsLLMs, GPTs, Instruction Tuning +1
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
2022-01-28LLMsLLMs, Chain-of-Thought

2021

FLAN: Finetuned Language Models Are Zero-Shot Learners
2021-09-03LLMsLLMs, Instruction Tuning
Summary: Sequence Packing
2021-07-29LLMsLLMs, Sequence Packing
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