Minbyul Jeong

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upvoted a paper 3 days ago

Sample-Efficient Alignment for LLMs

Paper • 2411.01493 • Published 7 days ago • 10

upvoted a paper 4 days ago

Survey of Cultural Awareness in Language Models: Text and Beyond

Paper • 2411.00860 • Published 10 days ago • 23

upvoted 2 papers 13 days ago

LOGO -- Long cOntext aliGnment via efficient preference Optimization

Paper • 2410.18533 • Published 17 days ago • 42

Can Knowledge Editing Really Correct Hallucinations?

Paper • 2410.16251 • Published 19 days ago • 53

upvoted 3 papers 20 days ago

MedMobile: A mobile-sized language model with expert-level clinical capabilities

Paper • 2410.09019 • Published 29 days ago • 8

A Comparative Study on Reasoning Patterns of OpenAI's o1 Model

Paper • 2410.13639 • Published 24 days ago • 15

BenTo: Benchmark Task Reduction with In-Context Transferability

Paper • 2410.13804 • Published 23 days ago • 20

upvoted a paper 24 days ago

Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts

Paper • 2410.10626 • Published 27 days ago • 37

upvoted 2 papers 25 days ago

SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning

Paper • 2410.09754 • Published 28 days ago • 7

Thinking LLMs: General Instruction Following with Thought Generation

Paper • 2410.10630 • Published 27 days ago • 9

upvoted a paper 26 days ago

ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains

Paper • 2410.09870 • Published 28 days ago • 7

upvoted 4 papers 27 days ago

Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition

Paper • 2410.05603 • Published Oct 8 • 11

Intriguing Properties of Large Language and Vision Models

Paper • 2410.04751 • Published Oct 7 • 16

Self-Boosting Large Language Models with Synthetic Preference Data

Paper • 2410.06961 • Published Oct 9 • 15

One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation

Paper • 2410.07170 • Published Oct 9 • 15

upvoted 5 papers about 1 month ago

DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search

Paper • 2410.03864 • Published Oct 4 • 10

ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

Paper • 2410.05080 • Published Oct 7 • 19

Differential Transformer

Paper • 2410.05258 • Published Oct 7 • 165

LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Paper • 2410.02707 • Published Oct 3 • 48

What Matters for Model Merging at Scale?

Paper • 2410.03617 • Published Oct 4 • 8