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Matryoshka Representation Learning
Aditya Kusupati, Gantavya Bhatt, Aniket Rege, Matthew Wallingford, Aditya Sinha, Vivek Ramanujan, William Howard-Snyder, Kaifeng Chen, Sham Kakade, Prateek Jain,…
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STaR: Self-Taught Reasoner Bootstrapping Reasoning With Reasoning
Eric Zelikman, Yuhuai Wu, Jesse Mu, Noah D. GoodmanThe official github repo is https://github.com/ezelikman/STaR The 2022 paper “STaR: Self-Taught Reasoner…
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WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration
Yao Zhang, Zijian Ma, Yunpu Ma, Zhen Han, Yu Wu, Volker Tresp The paper “WebPilot: A Versatile and Autonomous Multi-Agent…
12 min read
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Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation
Thomas Merth, Qichen Fu, Mohammad Rastegari, Mahyar NajibiThe official code repo can be found at apple/ml-superposition-prompting (github.com) The paper “Superposition…
23 min read
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Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents
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)
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
Rong-Ching Chang, Jiawei Zhang The paper “CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-Checking” presents…
13 min read
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Improving Language Understanding by Generative Pre-Training (original GPT paper)
Alec Radford, Karthik Narasimhan, Tim Salimans, Ilya Sutskever The paper “Improving Language Understanding by Generative Pre-Training” marks a pivotal moment…
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Hello world!
“Paper without code” is an AI project to provide prototype implementations for classic and trending AI papers by using LLM…