[NeurIPS 2024 Spotlight] Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
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Oct 28, 2024 - Python
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chain-of-thought-reasoning
Here are 19 public repositories matching this topic...
[ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
deep-learning survey-paper natural-language-procressing chain-of-thought large-language-model chain-of-thought-reasoning
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Jul 4, 2024
[NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"
machine-learning natural-language-processing text-generation pytorch diffusion-models non-autoregressive mathematical-reasoning chain-of-thought-reasoning diffusion-lm
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Feb 24, 2024 - Python
In Building Systems With The ChatGPT API, you will learn how to automate complex workflows using chain calls to a large language model.
moderation evaluation tokens classification language-models chatgpt-api chat-format chain-of-thought-reasoning chaining-prompts check-outputs
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Jun 4, 2023 - Jupyter Notebook
Codes for ICML 2024 paper: "Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition"
video video-reasoning chain-of-thought multimodal-large-language-models chain-of-thought-reasoning video-model
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Dec 3, 2024 - Python
Research papers about Chain of Thought (CoT)
codex reasoning cot gpt-3 prompt-learning large-language-models prompt-engineering chain-of-thought chain-of-thought-reasoning in-context-prompting
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Oct 25, 2023
Official implementation of LoT paper: "Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic"
language logic language-model zero-shot reasoning lot symbolic-logic coling symbolic-logic-reasoning llm llms chain-of-thought chain-of-thoughts chain-of-thought-reasoning coling2024 chain-of-thought-prompting
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Mar 13, 2024 - Python
Monte Carlo Tree Search Self-Refine (MCTSr)
pytorch monte-carlo-tree-search self-reflection llm chain-of-thought chain-of-thought-reasoning llama3 mctsr
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Jul 6, 2024 - Python
About The corresponding code from our paper " Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning" . Do not hesitate to open an issue if you run into any trouble!
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Sep 6, 2024
A no-string framework for reasoning over your tabular data rows with any provided LLM
pipeline spreadsheet inference sqlite3 bulk gpt bulk-operation reasoning cot llm chain-of-thought chatgpt chain-of-thought-reasoning
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Dec 22, 2024 - Python
LLM's can't reason.
python intelligence ai artificial-intelligence strawberry reasoning llm chain-of-thought generative-ai large-language-model gpt-35-turbo chain-of-thought-reasoning
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Sep 16, 2024 - Python
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Dec 29, 2023 - Python
Enhancing LLMs with LoRA
training reinforcement-learning data-generation lora quantization fine-tune reasoning fine-tuning distillation finetuning accuracy-analysis self-correction self-distillation quantization-aware-training chain-of-thought supervised-finetuning qlora chain-of-thought-reasoning finetuning-llms fine-tuning-llm
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Sep 23, 2024
Making CoT great again, but for everyone this time!
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Sep 26, 2024 - Python
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Jun 8, 2024 - Jupyter Notebook
This repository contains results from my MSc. thesis on "Test Case Generation from User Stories using Generative AI Techniques with LLM Models." Each folder includes generated test cases in PDF, detailed metrics scores of data in Excel sheets, and visual graphs, offering a comprehensive view of the experiments in images folder and their outcomes.
python3 zero-shot zero-shot-learning few-shot explainable-ai testcase-generator few-shot-learning chain-of-thought few-shot-prompting genai tree-of-thoughts chain-of-thought-reasoning testgpt chain-of-thought-prompting story2testgpt
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Sep 9, 2024 - Jupyter Notebook
This Credit Risk Assessment agent leverages advanced machine learning techniques, including Chain of Thought (CoT) reasoning and Reinforcement Learning (RL), to evaluate credit risk. The project aims to provide more transparent, effective, and explainable solutions to the complex task of assessing creditworthiness.
finance machine-learning ai artificial-intelligence credit-risk credit-risk-assessment chain-of-thought-reasoning
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Sep 24, 2024 - Jupyter Notebook
KNET is an educational Retrieval-Augmented Generation (RAG) system built from scratch, designed to empower STEM learners by combining transformers and intelligent retrieval to simulate human reasoning and deliver precise, context-aware answers to foster curiosity and understanding!
data-science machine-learning ai neural-network pytorch neural-networks stem context-aware machine-learning-models rag chain-of-thought chain-of-thought-reasoning retrieval-augmented-generation
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Nov 23, 2024 - Jupyter Notebook
Exploring Chain-of-Thought reasoning in deep learning models. Implement and evaluate with synthetic data, showcasing model training and performance analysis.
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Jul 13, 2024 - Jupyter Notebook
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