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Collections including paper arxiv:2312.09390

Memory Augmented Language Models through Mixture of Word Experts

Paper • 2311.10768 • Published Nov 15, 2023 • 19
System 2 Attention (is something you might need too)

Paper • 2311.11829 • Published Nov 20, 2023 • 43
Fine-tuning Language Models for Factuality

Paper • 2311.08401 • Published Nov 14, 2023 • 30
Orca 2: Teaching Small Language Models How to Reason

Paper • 2311.11045 • Published Nov 18, 2023 • 77

ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Paper • 2312.10003 • Published Dec 15, 2023 • 44
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Paper • 2312.09390 • Published Dec 14, 2023 • 33

#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models

Paper • 2308.07074 • Published Aug 14, 2023
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing

Paper • 2310.13855 • Published Oct 20, 2023 • 1
LIMIT: Less Is More for Instruction Tuning Across Evaluation Paradigms

Paper • 2311.13133 • Published Nov 22, 2023
Group Preference Optimization: Few-Shot Alignment of Large Language Models

Paper • 2310.11523 • Published Oct 17, 2023

ORPO: Monolithic Preference Optimization without Reference Model

Paper • 2403.07691 • Published Mar 12, 2024 • 72
sDPO: Don't Use Your Data All at Once

Paper • 2403.19270 • Published Mar 28, 2024 • 41
Teaching Large Language Models to Reason with Reinforcement Learning

Paper • 2403.04642 • Published Mar 7, 2024 • 49
Best Practices and Lessons Learned on Synthetic Data for Language Models

Paper • 2404.07503 • Published Apr 11, 2024 • 31

Interesting Papers

Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Paper • 2312.09390 • Published Dec 14, 2023 • 33
OneLLM: One Framework to Align All Modalities with Language

Paper • 2312.03700 • Published Dec 6, 2023 • 24
Generative Multimodal Models are In-Context Learners

Paper • 2312.13286 • Published Dec 20, 2023 • 36
The LLM Surgeon

Paper • 2312.17244 • Published Dec 28, 2023 • 9

FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning

Paper • 2309.04663 • Published Sep 9, 2023 • 6
Textbooks Are All You Need II: phi-1.5 technical report

Paper • 2309.05463 • Published Sep 11, 2023 • 89
Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation

Paper • 2310.08541 • Published Oct 12, 2023 • 18
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models

Paper • 2310.13671 • Published Oct 20, 2023 • 19

Memory Augmented Language Models through Mixture of Word Experts

Paper • 2311.10768 • Published Nov 15, 2023 • 19
System 2 Attention (is something you might need too)

Paper • 2311.11829 • Published Nov 20, 2023 • 43
Fine-tuning Language Models for Factuality

Paper • 2311.08401 • Published Nov 14, 2023 • 30
Orca 2: Teaching Small Language Models How to Reason

Paper • 2311.11045 • Published Nov 18, 2023 • 77

ORPO: Monolithic Preference Optimization without Reference Model

Paper • 2403.07691 • Published Mar 12, 2024 • 72
sDPO: Don't Use Your Data All at Once

Paper • 2403.19270 • Published Mar 28, 2024 • 41
Teaching Large Language Models to Reason with Reinforcement Learning

Paper • 2403.04642 • Published Mar 7, 2024 • 49
Best Practices and Lessons Learned on Synthetic Data for Language Models

Paper • 2404.07503 • Published Apr 11, 2024 • 31

ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Paper • 2312.10003 • Published Dec 15, 2023 • 44
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Paper • 2312.09390 • Published Dec 14, 2023 • 33

Interesting Papers

Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Paper • 2312.09390 • Published Dec 14, 2023 • 33
OneLLM: One Framework to Align All Modalities with Language

Paper • 2312.03700 • Published Dec 6, 2023 • 24
Generative Multimodal Models are In-Context Learners

Paper • 2312.13286 • Published Dec 20, 2023 • 36
The LLM Surgeon

Paper • 2312.17244 • Published Dec 28, 2023 • 9

#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models

Paper • 2308.07074 • Published Aug 14, 2023
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing

Paper • 2310.13855 • Published Oct 20, 2023 • 1
LIMIT: Less Is More for Instruction Tuning Across Evaluation Paradigms

Paper • 2311.13133 • Published Nov 22, 2023
Group Preference Optimization: Few-Shot Alignment of Large Language Models

Paper • 2310.11523 • Published Oct 17, 2023

FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning

Paper • 2309.04663 • Published Sep 9, 2023 • 6
Textbooks Are All You Need II: phi-1.5 technical report

Paper • 2309.05463 • Published Sep 11, 2023 • 89
Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation

Paper • 2310.08541 • Published Oct 12, 2023 • 18
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models

Paper • 2310.13671 • Published Oct 20, 2023 • 19

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