Jihoon Lee

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upvoted a paper 4 months ago

Rethinking Machine Ethics -- Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?

Paper • 2308.15399 • Published Aug 29, 2023 • 2

upvoted a paper 5 months ago

Layer Skip: Enabling Early Exit Inference and Self-Speculative Decoding

Paper • 2404.16710 • Published Apr 25 • 57

upvoted an article 5 months ago

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Article

Better RAG 1: Advanced Basics

By •

Mar 14

• 14

upvoted 2 papers 6 months ago

Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22 • 31

LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement

Paper • 2403.15042 • Published Mar 22 • 24

upvoted a collection 6 months ago

Awesome SFT datasets

Collection

A curated list of interesting datasets to fine-tune language models with. • 43 items • Updated Apr 12 • 111

upvoted 11 papers 7 months ago

Aligning Large Multimodal Models with Factually Augmented RLHF

Paper • 2309.14525 • Published Sep 25, 2023 • 30

Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment

Paper • 2308.05374 • Published Aug 10, 2023 • 27

Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30 • 16

Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6 • 109

BiLLM: Pushing the Limit of Post-Training Quantization for LLMs

Paper • 2402.04291 • Published Feb 6 • 48

Keyframer: Empowering Animation Design using Large Language Models

Paper • 2402.06071 • Published Feb 8 • 13

PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs

Paper • 2402.07872 • Published Feb 12 • 15

Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model

Paper • 2402.07827 • Published Feb 12 • 45

UFO: A UI-Focused Agent for Windows OS Interaction

Paper • 2402.07939 • Published Feb 8 • 13

Mixtures of Experts Unlock Parameter Scaling for Deep RL

Paper • 2402.08609 • Published Feb 13 • 34

BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data

Paper • 2402.08093 • Published Feb 12 • 54

upvoted 41 papers 8 months ago

OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1 • 78

Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens

Paper • 2401.17377 • Published Jan 30 • 34

Zephyr: Direct Distillation of LM Alignment

Paper • 2310.16944 • Published Oct 25, 2023 • 120

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 • 34

SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Paper • 2401.15024 • Published Jan 26 • 67

Lumiere: A Space-Time Diffusion Model for Video Generation

Paper • 2401.12945 • Published Jan 23 • 86

MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24 • 44

Large-scale Reinforcement Learning for Diffusion Models

Paper • 2401.12244 • Published Jan 20 • 28

Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding

Paper • 2401.12954 • Published Jan 23 • 28

Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment

Paper • 2401.12474 • Published Jan 23 • 33

Small Language Model Meets with Reinforced Vision Vocabulary

Paper • 2401.12503 • Published Jan 23 • 31

Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Paper • 2401.12070 • Published Jan 22 • 42

WARM: On the Benefits of Weight Averaged Reward Models

Paper • 2401.12187 • Published Jan 22 • 17

Diffusion Model Alignment Using Direct Preference Optimization

Paper • 2311.12908 • Published Nov 21, 2023 • 47

RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Paper • 2309.00267 • Published Sep 1, 2023 • 47

Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 53

Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems

Paper • 2311.05884 • Published Nov 10, 2023 • 5

LLM-Rec: Personalized Recommendation via Prompting Large Language Models

Paper • 2307.15780 • Published Jul 24, 2023 • 24

Mixtral of Experts

Paper • 2401.04088 • Published Jan 8 • 157

Learning From Mistakes Makes LLM Better Reasoner

Paper • 2310.20689 • Published Oct 31, 2023 • 28

LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing

Paper • 2311.00571 • Published Nov 1, 2023 • 40

Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling

Paper • 2311.00430 • Published Nov 1, 2023 • 56

Levels of AGI: Operationalizing Progress on the Path to AGI

Paper • 2311.02462 • Published Nov 4, 2023 • 32

Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 33

Orca 2: Teaching Small Language Models How to Reason

Paper • 2311.11045 • Published Nov 18, 2023 • 70

Exponentially Faster Language Modelling

Paper • 2311.10770 • Published Nov 15, 2023 • 118

GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 182

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 138

Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 79

SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention

Paper • 2312.07987 • Published Dec 13, 2023 • 40

Distributed Inference and Fine-tuning of Large Language Models Over The Internet

Paper • 2312.08361 • Published Dec 13, 2023 • 25

Gemini: A Family of Highly Capable Multimodal Models

Paper • 2312.11805 • Published Dec 19, 2023 • 45

LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Paper • 2312.11514 • Published Dec 12, 2023 • 256

AppAgent: Multimodal Agents as Smartphone Users

Paper • 2312.13771 • Published Dec 21, 2023 • 51

SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling

Paper • 2312.15166 • Published Dec 23, 2023 • 56

Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 79

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Paper • 2401.01335 • Published Jan 2 • 64

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 178

TinyLlama: An Open-Source Small Language Model

Paper • 2401.02385 • Published Jan 4 • 88

TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10 • 63

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 140