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Collections including paper arxiv:2311.07562

a collection of algorithmic agents for user interfaces/interactions and program synthesis

Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Paper • 1802.08802 • Published Feb 24, 2018
Mapping Natural Language Commands to Web Elements

Paper • 1808.09132 • Published Aug 28, 2018
Learning to Navigate the Web

Paper • 1812.09195 • Published Dec 21, 2018
Interactive Task and Concept Learning from Natural Language Instructions and GUI Demonstrations

Paper • 1909.00031 • Published Aug 30, 2019

Visual In-Context Prompting

Paper • 2311.13601 • Published Nov 22, 2023 • 16
Textbooks Are All You Need

Paper • 2306.11644 • Published Jun 20, 2023 • 142
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

Paper • 2308.08155 • Published Aug 16, 2023 • 3
LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models

Paper • 2303.02927 • Published Mar 6, 2023 • 3

GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation

Paper • 2311.07562 • Published Nov 13, 2023 • 12

Microsoft Research Papers

#PapersToRead from Microsoft Research in the broad space of Generative AI, Multi-agent systems, responsible AI practices, LLM Ops, and language models

Visual In-Context Prompting

Paper • 2311.13601 • Published Nov 22, 2023 • 16
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

Paper • 2308.08155 • Published Aug 16, 2023 • 3
LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models

Paper • 2303.02927 • Published Mar 6, 2023 • 3
The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4

Paper • 2311.07361 • Published Nov 13, 2023 • 12

GPT-4V in Wonderland

GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation

Paper • 2311.07562 • Published Nov 13, 2023 • 12

GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation

Paper • 2311.07562 • Published Nov 13, 2023 • 12

microsoft/markuplm-base

Updated Dec 15, 2022 • 18.9k • 21
microsoft/markuplm-large-finetuned-websrc

Question Answering • Updated Sep 30, 2022 • 148 • 10
osunlp/Mind2Web

Viewer • Updated Jul 19, 2023 • 253 • 509 • 90
GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation

Paper • 2311.07562 • Published Nov 13, 2023 • 12

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