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Collections including paper arxiv:2402.17553

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

OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

Paper • 2402.17553 • Published Feb 27 • 21
MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs

Paper • 2410.04698 • Published Oct 7 • 13

Datasets - Multimodal - Text and Images

tiiuae/falcon-refinedweb

Viewer • Updated Jun 20, 2023 • 968M • 26k • 810
OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

Paper • 2402.17553 • Published Feb 27 • 21

Models - MultiAgent

LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration

Paper • 2402.11550 • Published Feb 18 • 15
OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

Paper • 2402.17553 • Published Feb 27 • 21

Models - Multimodal

AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling

Paper • 2402.12226 • Published Feb 19 • 40
M2-CLIP: A Multimodal, Multi-task Adapting Framework for Video Action Recognition

Paper • 2401.11649 • Published Jan 22 • 3
Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition

Paper • 2402.15504 • Published Feb 23 • 21
EMO: Emote Portrait Alive - Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions

Paper • 2402.17485 • Published Feb 27 • 188

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 143
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17 • 27
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16 • 20
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10 • 64

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