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Collections

Discover the best community collections!

Collections including paper arxiv:2401.17464

Executable Code Actions Elicit Better LLM Agents

Paper • 2402.01030 • Published Feb 1, 2024 • 97
Training Language Model Agents without Modifying Language Models

Paper • 2402.11359 • Published Feb 17, 2024 • 2
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph

Paper • 2402.11163 • Published Feb 17, 2024 • 1
Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 20

LLaMA: Open and Efficient Foundation Language Models

Paper • 2302.13971 • Published Feb 27, 2023 • 14
Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 20
MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts

Paper • 2407.21770 • Published Jul 31, 2024 • 22
Agent-as-a-Judge: Evaluate Agents with Agents

Paper • 2410.10934 • Published Oct 14, 2024 • 19

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 55
LLaMA: Open and Efficient Foundation Language Models

Paper • 2302.13971 • Published Feb 27, 2023 • 14
Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 20
MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts

Paper • 2407.21770 • Published Jul 31, 2024 • 22

Tool use papers

Papers on agent tool use, agency over agents, and multi-agent systems

Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 20
ReAct: Synergizing Reasoning and Acting in Language Models

Paper • 2210.03629 • Published Oct 6, 2022 • 24

Tool Usage (w/VLMs)

MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action

Paper • 2303.11381 • Published Mar 20, 2023 • 2
Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 20
Salesforce/xlam-function-calling-60k

Viewer • Updated Jan 24 • 60k • 3.8k • 427

Prompting papers

Important papers to read related to AI prompting research

Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 20
An automatically discovered chain-of-thought prompt generalizes to novel models and datasets

Paper • 2305.02897 • Published May 4, 2023

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 105
How to Train Data-Efficient LLMs

Paper • 2402.09668 • Published Feb 15, 2024 • 42
BitDelta: Your Fine-Tune May Only Be Worth One Bit

Paper • 2402.10193 • Published Feb 15, 2024 • 22
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

Paper • 2402.09727 • Published Feb 15, 2024 • 38

Tool Use | Function Calling

Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 20

Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 20
Divide and Conquer: Language Models can Plan and Self-Correct for Compositional Text-to-Image Generation

Paper • 2401.15688 • Published Jan 28, 2024 • 11
SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Paper • 2401.15024 • Published Jan 26, 2024 • 72
From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities

Paper • 2401.15071 • Published Jan 26, 2024 • 37

Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 20
Evaluating Language Model Math Reasoning via Grounding in Educational Curricula

Paper • 2408.04226 • Published Aug 8, 2024
allenai/mathfish

Updated Aug 9, 2024 • 215 • 5

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