LLM - Paper Without Code

A working code is worth a thousand words, so let LLM do it for you! “Paper without code” is an AI project to provide prototype implementations for classic and trending AI papers by using LLM code generation.

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Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation

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August 30, 2024

Thomas Merth, Qichen Fu, Mohammad Rastegari, Mahyar NajibiThe official code repo can be found at apple/ml-superposition-prompting (github.com) The paper “Superposition…

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Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents

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August 27, 2024

Pranav Putta, Edmund Mills, Naman Garg, Sumeet Motwani, Chelsea Finn, Divyansh Garg, RafaelRafailov The paper “Agent Q: Advanced Reasoning and…

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REAPER: Reasoning based Retrieval Planning for Complex RAG Systems (Amazon Rufus paper)

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August 26, 2024

Ashutosh Joshi, Sheikh Muhammad Sarwar, Samarth Varshney, Sreyashi Nag, Shrivats Agrawal, Juhi Naik The paper introduces REAPER (Reasoning-based PlannER), a…

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CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-Checking

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August 26, 2024

Rong-Ching Chang, Jiawei Zhang The paper “CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-Checking” presents…

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Improving Language Understanding by Generative Pre-Training (original GPT paper)

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August 24, 2024

Alec Radford, Karthik Narasimhan, Tim Salimans, Ilya Sutskever The paper “Improving Language Understanding by Generative Pre-Training” marks a pivotal moment…