chain-of-thought

There are 21 repositories under chain-of-thought topic.

BradyFU / Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
chain-of-thought in-context-learning instruction-following instruction-tuning large-language-models large-vision-language-model large-vision-language-models multi-modality multimodal-chain-of-thought multimodal-in-context-learning multimodal-instruction-tuning multimodal-large-language-models visual-chain-of-thought visual-in-context-learning visual-instruction-tuning
10780
RUCAIBox / LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
chain-of-thought chatgpt in-context-learning instruction-tuning large-language-models llm llms natural-language-processing pre-trained-language-models pre-training rlhf
Language:Python 9652
DSXiangLi / DecryptPrompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
aigc chain-of-thought chatgpt demonstration few-shot-learning in-context-learning instruction-tuning llm llm-agent papers prompt prompt-engineering prompt-tuning zero-shot-learning
2430
Timothyxxx / Chain-of-ThoughtsPapers
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
chain-of-thought codex gpt-3 in-context-learning large-language-models palm prompt-learning
1880
EgoAlpha / prompt-in-context-learning
Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.
chain-of-thought chatbot chatgpt chatgpt-api cot in-context-learning language-modeling language-understanding large-language-model llm pre-training prompt prompt-based-learning prompt-design prompt-engineering prompt-learning prompt-toolkit prompt-tuning
Language:Jupyter Notebook 1438
amazon-science / auto-cot
Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
chain-of-thought gpt-3 gpt3-prompts gpt3-resources large-language-models prompt-engineering reasoning
Language:Jupyter Notebook 1327
atfortes / Awesome-LLM-Reasoning
Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought, Instruction-Tuning and Multimodality.
language-models reasoning prompt question-answering in-context-learning chatgpt chain-of-thought prompt-engineering cot awesome gpt gpt-4 mllm multimodal papers vllm
1296
zjunlp / Prompt4ReasoningPapers
[ACL 2023] Reasoning with Language Model Prompting: A Survey
arithmetic-reasoning artificial-intelligence awsome-list chain-of-thought chatgpt commonsense-reasoning datasets gpt-3 language-models large-language-models llm logical-reasoning natural-language-processing nlp paper-list prompt prompt-engineering reasoning survey symbolic-reasoning
832
oliveirabruno01 / babyagi-asi
BabyAGI: an Autonomous and Self-Improving agent, or BASI
agi ai autonomous-agents chain-of-thought program-of-thoughts
Language:Python 773
OpenDriveLab / DriveLM
[ECCV 2024] DriveLM: Driving with Graph Visual Question Answering
autonomous-driving chain-of-thought graph-of-thoughts large-language-models llm prompt-engineering prompting tree-of-thoughts vision-language
Language:HTML 727
jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
awesome-list calibration gpt-3 gpt-4 llms reliability robustness safety uncertainty-estimation uncertainty-quantification chatgpt prompt-engineering prompting chain-of-thought in-context-learning large-language-models hallucination
583
jeffhj / LM-reasoning
This repository contains a collection of papers and resources on Reasoning in Large Language Models.
large-language-models reasoning deductive-reasoning natural-language-processing artificial-intelligence human-intelligence language-modeling language-models awesome-list chain-of-thought paper-list in-context-learning prompt-learning chatgpt gpt-3 llm prompt-engineering
514
zjunlp / EasyInstruct
[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.
gpt-3 instructions prompt api chain-of-thought gpt large-language-models multimodal reasoning in-context-learning easyinstruct chatgpt pypy-library python prompting tool llama knowlm
Language:Python 340
li2109 / langtorch
🔥 Building composable LLM applications & workflow with Java.
ai chain-of-thought chatgpt chatgpt-plugins java langchain langtorch large-language-models llm openai semantic-kernel
Language:Java 290
agencyenterprise / PromptInject
PromptInject is a framework that assembles prompts in a modular fashion to provide a quantitative analysis of the robustness of LLMs to adversarial prompt attacks. 🏆 Best Paper Awards @ NeurIPS ML Safety Workshop 2022
ai-safety language-models ml-safety agi ai-alignment agi-alignment adversarial-attacks gpt-3 large-language-models machine-learning chain-of-thought prompt-engineering
Language:Python 281
zchuz / CoT-Reasoning-Survey
[ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
chain-of-thought chain-of-thought-reasoning deep-learning large-language-model natural-language-procressing survey-paper
249
raunak-agarwal / instruction-datasets
All available datasets for Instruction Tuning of Large Language Models
chatgpt gpt-3 gpt-4 instruction-tuning multi-task-learning alpaca dataset large-language-models sharegpt gpt4all open-assistant chain-of-thought
230
WHU-ZQH / ChatGPT-vs.-BERT
🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT
bert chain-of-thought chatgpt in-context-learning natural-language-understanding
Language:Python 193
kyegomez / the-compiler
Seed, Code, Harvest: Grow Your Own App with Tree of Thoughts!
agora artficial-intelligence autogpt chatgpt prompt-engineering tree-of-thoughts chain-of-thought deep-learning deep-learning-algorithms multi-modal-fusion multi-modality multimodal-deep-learning reinforcement-learning
Language:Python 144
StonyBrookNLP / ircot
Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23
chain-of-thought large-language-models multi-step-reasoning multi-step-retrieval question-answering retrieval-augmented-qa
Language:Jsonnet 141
FranxYao / FlanT5-CoT-Specialization
Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.
chain-of-thought large-language-models emergent-abilities machine-reasoning
Language:Jupyter Notebook 117
holarissun / PanelGPT
We introduce new zero-shot prompting magic words that improves the reasoning ability of language models: panel discussion!
arithmetic-reasoning chain-of-thought gpt large-language-models llms prompt-engineering prompt-tuning prompts zero-shot-prompts
Language:Python 109
scofield7419 / THOR-ISA
Codes for ACL 2023 paper: Reasoning Implicit Sentiment with Chain-of-Thought Prompting
chain-of-thought reasoning sentiment-analysis
Language:Python 72
logikon-ai / awesome-deliberative-prompting
Awesome deliberative prompting: How to ask LLMs to produce reliable reasoning and make reason-responsive decisions.
awesome awesome-list chain-of-thought deliberation generative-ai large-language-models prompt-engineering reasoning
64
Alsace08 / SumCoT
Code and Data Repo for ACL'23 Paper "Element-aware Summary and Summary Chain-of-Thought (SumCoT)"
chain-of-thought large-language-models nlp summarization
Language:Python 50
SuperBruceJia / Awesome-LLM-Self-Consistency
Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models
chain-of-thought llms pretrained-language-model self-consistency self-consistent-generation chatgpt gpt-3 gpt-4 self-consistency-learning self-consistency-benchmark reasoning llms-reasoning semantics semantics-preserving factual-consistency logical-consistency semantics-consistency compositional-consistency hypothetical-consistency
46
fblgit / tree-of-knowledge
ToK aka Tree of Knowledge for Large Language Models LLM. It's a novel dataset that inspires knowledge symbolic correlation in simple input and output prompts
dataset tree-of-knowledge llm ai chain-of-knowledge chain-of-thought symbolic-reasoning tree-of-thoughts chain-of-thoughts
41
mukhal / grace
[EMNLP 2023, Findings] GRACE: Discriminator-Guided Chain-of-Thought Reasoning
chain-of-thought decoding language-model llm mathematical-reasoning multi-step-reasoning reasoning symbolic-reasoning text-generation
Language:Python 38
TianHongZXY / CoRe
[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models
chain-of-thought gpt nlp reasoning math-word-problem language-model acl acl2023 deberta gpt-j gpt-j-6b llms mcts monte-carlo-tree-search bert gsm8k
Language:Python 32
Alab-NII / chain-of-thought
Research papers about Chain of Thought (CoT)
chain-of-thought chain-of-thought-reasoning cot large-language-models prompt-learning reasoning codex gpt-3 prompt-engineering in-context-prompting
30
Yangyi-Chen / CoTConsistency
The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".
chain-of-thought consistency large-language-models reasoning vision-language
28
bzluan / TextCoT
The official repo for “TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding”.
chain-of-thought large-multimodal-models
Language:Python 24
scofield7419 / Video-of-Thought
Codes for ICML 2024 paper: "Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition"
chain-of-thought chain-of-thought-reasoning multimodal-large-language-models video video-model video-reasoning
22
l294265421 / ChatGPT-Techniques-Introduction-for-Everyone
ChatGPT技术介绍
chatgpt prompt-learning in-context-learning chain-of-thought codex instruct-gpt language-model large-language-models llm
17
rocket-pig / autobabytermux
chatGPT 'Autonomous Agent' in Node.js, written/runs in Termux. Sandboxed REPL access, Termux:API interface, chain-of-thought Question-Observation-Thought-Action-Result reasoning. All in 600 lines of js
autonomous-agent chatgpt nodejs termux chain-of-thought
Language:JavaScript 13
xf-zhao / LoT
Official implementation of LoT paper: "Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic"
chain-of-thought chain-of-thought-prompting chain-of-thought-reasoning chain-of-thoughts language language-model llm llms logic lot reasoning symbolic-logic symbolic-logic-reasoning zero-shot coling coling2024
Language:Python 9

chain-of-thought

BradyFU / Awesome-Multimodal-Large-Language-Models

RUCAIBox / LLMSurvey

DSXiangLi / DecryptPrompt

Timothyxxx / Chain-of-ThoughtsPapers

EgoAlpha / prompt-in-context-learning

amazon-science / auto-cot

atfortes / Awesome-LLM-Reasoning

zjunlp / Prompt4ReasoningPapers

oliveirabruno01 / babyagi-asi

OpenDriveLab / DriveLM

jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness

jeffhj / LM-reasoning

zjunlp / EasyInstruct

li2109 / langtorch

agencyenterprise / PromptInject

zchuz / CoT-Reasoning-Survey

raunak-agarwal / instruction-datasets

WHU-ZQH / ChatGPT-vs.-BERT

kyegomez / the-compiler

StonyBrookNLP / ircot

FranxYao / FlanT5-CoT-Specialization

holarissun / PanelGPT

scofield7419 / THOR-ISA

logikon-ai / awesome-deliberative-prompting

Alsace08 / SumCoT

SuperBruceJia / Awesome-LLM-Self-Consistency

fblgit / tree-of-knowledge

mukhal / grace

TianHongZXY / CoRe

Alab-NII / chain-of-thought

Yangyi-Chen / CoTConsistency

bzluan / TextCoT

scofield7419 / Video-of-Thought

l294265421 / ChatGPT-Techniques-Introduction-for-Everyone

rocket-pig / autobabytermux

xf-zhao / LoT