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Collections including paper arxiv:2402.17553

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

End-to-End Goal-Driven Web Navigation

Paper • 1602.02261 • Published Feb 6, 2016
Learning Language Games through Interaction

Paper • 1606.02447 • Published Jun 8, 2016
Naturalizing a Programming Language via Interactive Learning

Paper • 1704.06956 • Published Apr 23, 2017
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Paper • 1802.08802 • Published Feb 24, 2018 • 1

Expect the Unexpected: FailSafe Long Context QA for Finance

Paper • 2502.06329 • Published Feb 10 • 133
Writing in the Margins: Better Inference Pattern for Long Context Retrieval

Paper • 2408.14906 • Published Aug 27, 2024 • 144
OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

Paper • 2402.17553 • Published Feb 27, 2024 • 25
Becoming self-instruct: introducing early stopping criteria for minimal instruct tuning

Paper • 2307.03692 • Published Jul 5, 2023 • 26

Datasets - Multimodal - Text and Images

tiiuae/falcon-refinedweb

Viewer • Updated Jun 20, 2023 • 968M • 18.7k • 878
OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

Paper • 2402.17553 • Published Feb 27, 2024 • 25

Models - Multimodal

AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling

Paper • 2402.12226 • Published Feb 19, 2024 • 45
M2-CLIP: A Multimodal, Multi-task Adapting Framework for Video Action Recognition

Paper • 2401.11649 • Published Jan 22, 2024 • 3
Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition

Paper • 2402.15504 • Published Feb 23, 2024 • 22
EMO: Emote Portrait Alive - Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions

Paper • 2402.17485 • Published Feb 27, 2024 • 195

Academic Papers

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

Paper • 2402.17553 • Published Feb 27, 2024 • 25
Learning to Generate Unit Tests for Automated Debugging

Paper • 2502.01619 • Published Feb 3 • 4

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

Paper • 2402.17553 • Published Feb 27, 2024 • 25
MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs

Paper • 2410.04698 • Published Oct 7, 2024 • 13

Models - MultiAgent

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

Paper • 2402.11550 • Published Feb 18, 2024 • 18
OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

Paper • 2402.17553 • Published Feb 27, 2024 • 25

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 31
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

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

End-to-End Goal-Driven Web Navigation

Paper • 1602.02261 • Published Feb 6, 2016
Learning Language Games through Interaction

Paper • 1606.02447 • Published Jun 8, 2016
Naturalizing a Programming Language via Interactive Learning

Paper • 1704.06956 • Published Apr 23, 2017
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Paper • 1802.08802 • Published Feb 24, 2018 • 1

Academic Papers

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

Paper • 2402.17553 • Published Feb 27, 2024 • 25
Learning to Generate Unit Tests for Automated Debugging

Paper • 2502.01619 • Published Feb 3 • 4

Expect the Unexpected: FailSafe Long Context QA for Finance

Paper • 2502.06329 • Published Feb 10 • 133
Writing in the Margins: Better Inference Pattern for Long Context Retrieval

Paper • 2408.14906 • Published Aug 27, 2024 • 144
OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

Paper • 2402.17553 • Published Feb 27, 2024 • 25
Becoming self-instruct: introducing early stopping criteria for minimal instruct tuning

Paper • 2307.03692 • Published Jul 5, 2023 • 26

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

Paper • 2402.17553 • Published Feb 27, 2024 • 25
MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs

Paper • 2410.04698 • Published Oct 7, 2024 • 13

Datasets - Multimodal - Text and Images

tiiuae/falcon-refinedweb

Viewer • Updated Jun 20, 2023 • 968M • 18.7k • 878
OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

Paper • 2402.17553 • Published Feb 27, 2024 • 25

Models - MultiAgent

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

Paper • 2402.11550 • Published Feb 18, 2024 • 18
OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

Paper • 2402.17553 • Published Feb 27, 2024 • 25

Models - Multimodal

AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling

Paper • 2402.12226 • Published Feb 19, 2024 • 45
M2-CLIP: A Multimodal, Multi-task Adapting Framework for Video Action Recognition

Paper • 2401.11649 • Published Jan 22, 2024 • 3
Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition

Paper • 2402.15504 • Published Feb 23, 2024 • 22
EMO: Emote Portrait Alive - Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions

Paper • 2402.17485 • Published Feb 27, 2024 • 195

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 31
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

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