Tags | Taewoon Kim

abstraction layers

From 1+1 in Assembly to LLMs: The Evolution of Computing Abstraction November 12, 2024

age

Generalizing MLPs with dropouts, batch normalization, and skip connections August 18, 2021

AI

A machine with human-like memory systems December 21, 2023
Using ChatGPT is just so great December 14, 2023

assembly

From 1+1 in Assembly to LLMs: The Evolution of Computing Abstraction November 12, 2024

bert

EmoBERTa: Speaker-aware emotion recognition in conversation with RoBERTa August 26, 2021

bloom

Bloom: A 176b-parameter open-access multilingual language model November 9, 2022

C

From 1+1 in Assembly to LLMs: The Evolution of Computing Abstraction November 12, 2024

chain-of-thought

Discrete vs. Continuous: A Tale of Two Approaches to Language Modeling March 9, 2025

ChatGPT

Using ChatGPT is just so great December 14, 2023

classifier

Room classifier February 28, 2022

competition

IGLU: interactive grounded language understanding in a collaborative environment December 16, 2021

computing

From 1+1 in Assembly to LLMs: The Evolution of Computing Abstraction November 12, 2024

contextual bandits

Is supervised learning a special type of reinforcement learning? September 22, 2024

DALL-E

Using ChatGPT is just so great December 14, 2023

data science

The Problems with p-values October 16, 2024

data-engineering

What Is a Knowledge Graph? A Practical Guide Across RDF and Property Graphs October 6, 2025

decision-transformer

Sequential Decision-Making with Transformers December 15, 2024

deep learning

Training a GCN-based edge classifier August 21, 2024
A machine with human-like memory systems December 21, 2023

deep-learning

From REINFORCE to PPO: The Complete On-Policy RL Journey August 7, 2025
From VAEs to Diffusion Models: A Step-by-Step Journey May 28, 2025

diffusion-models

From VAEs to Diffusion Models: A Step-by-Step Journey May 28, 2025

discrete-search

Discrete vs. Continuous: A Tale of Two Approaches to Language Modeling March 9, 2025

emotion

EmoBERTa: Speaker-aware emotion recognition in conversation with RoBERTa August 26, 2021

erc

EmoBERTa: Speaker-aware emotion recognition in conversation with RoBERTa August 26, 2021

estimation

Understanding Maximum Likelihood Estimation February 5, 2025

frequentist vs bayesian

The Problems with p-values October 16, 2024

gender

Generalizing MLPs with dropouts, batch normalization, and skip connections August 18, 2021

generative-ai

From VAEs to Diffusion Models: A Step-by-Step Journey May 28, 2025

gnn

Training a GCN-based edge classifier August 21, 2024

GNN

Can the Transformer be viewed as a special case of a Graph Neural Network (GNN)? October 15, 2024

GOFAI

A machine with human-like memory systems December 21, 2023

gpt

Bloom: A 176b-parameter open-access multilingual language model November 9, 2022
Promptsource: An integrated development environment and repository for natural language prompts February 2, 2022
Multitask prompted training enables zero-shot task generalization October 15, 2021

GPT4

Using ChatGPT is just so great December 14, 2023

graphdb

What Is a Knowledge Graph? A Practical Guide Across RDF and Property Graphs October 6, 2025

grpo

From REINFORCE to PPO: The Complete On-Policy RL Journey August 7, 2025

hugging face

Playing around with Hugging Face Llama 3.1 locally August 29, 2024

human memory

A machine with human-like memory systems December 21, 2023

humemai

A machine with human-like memory systems December 21, 2023

hypothesis testing

The Problems with p-values October 16, 2024

IGLU

IGLU: interactive grounded language understanding in a collaborative environment December 16, 2021

Java

From 1+1 in Assembly to LLMs: The Evolution of Computing Abstraction November 12, 2024

jena

What Is a Knowledge Graph? A Practical Guide Across RDF and Property Graphs October 6, 2025

knowledge graph

Can the Transformer be viewed as a special case of a Graph Neural Network (GNN)? October 15, 2024
Training a GCN-based edge classifier August 21, 2024
A machine with human-like memory systems December 21, 2023

knowledge-graphs

What Is a Knowledge Graph? A Practical Guide Across RDF and Property Graphs October 6, 2025

language-modeling

Discrete vs. Continuous: A Tale of Two Approaches to Language Modeling March 9, 2025

likelihood

Understanding Maximum Likelihood Estimation February 5, 2025

llama

Playing around with Hugging Face Llama 3.1 locally August 29, 2024

llm

RL vs SL: Understanding Their Roles in Large Language Models February 6, 2025
Playing around with Hugging Face Llama 3.1 locally August 29, 2024
Bloom: A 176b-parameter open-access multilingual language model November 9, 2022
Promptsource: An integrated development environment and repository for natural language prompts February 2, 2022
Multitask prompted training enables zero-shot task generalization October 15, 2021
EmoBERTa: Speaker-aware emotion recognition in conversation with RoBERTa August 26, 2021

LLM

A machine with human-like memory systems December 21, 2023

llm-training

From REINFORCE to PPO: The Complete On-Policy RL Journey August 7, 2025

LLMs

From 1+1 in Assembly to LLMs: The Evolution of Computing Abstraction November 12, 2024

machine learning

Training a GCN-based edge classifier August 21, 2024
A machine with human-like memory systems December 21, 2023

machine-learning

RL vs SL: Understanding Their Roles in Large Language Models February 6, 2025
Understanding Maximum Likelihood Estimation February 5, 2025

mlp

Generalizing MLPs with dropouts, batch normalization, and skip connections August 18, 2021

n-gram

Discrete vs. Continuous: A Tale of Two Approaches to Language Modeling March 9, 2025

natural language

Can the Transformer be viewed as a special case of a Graph Neural Network (GNN)? October 15, 2024

neo4j

What Is a Knowledge Graph? A Practical Guide Across RDF and Property Graphs October 6, 2025

neptune

What Is a Knowledge Graph? A Practical Guide Across RDF and Property Graphs October 6, 2025

neural-networks

Discrete vs. Continuous: A Tale of Two Approaches to Language Modeling March 9, 2025

NeurIPS

IGLU: interactive grounded language understanding in a collaborative environment December 16, 2021

NLP

Can the Transformer be viewed as a special case of a Graph Neural Network (GNN)? October 15, 2024

offline-rl

Sequential Decision-Making with Transformers December 15, 2024

p-values

The Problems with p-values October 16, 2024

PhD

A machine with human-like memory systems December 21, 2023

policy-gradients

From REINFORCE to PPO: The Complete On-Policy RL Journey August 7, 2025

ppo

From REINFORCE to PPO: The Complete On-Policy RL Journey August 7, 2025

programming languages

From 1+1 in Assembly to LLMs: The Evolution of Computing Abstraction November 12, 2024

prompt

Bloom: A 176b-parameter open-access multilingual language model November 9, 2022
Promptsource: An integrated development environment and repository for natural language prompts February 2, 2022
Multitask prompted training enables zero-shot task generalization October 15, 2021

promptsource

Promptsource: An integrated development environment and repository for natural language prompts February 2, 2022

property-graphs

What Is a Knowledge Graph? A Practical Guide Across RDF and Property Graphs October 6, 2025

Python

From 1+1 in Assembly to LLMs: The Evolution of Computing Abstraction November 12, 2024

pytorch

From REINFORCE to PPO: The Complete On-Policy RL Journey August 7, 2025
From VAEs to Diffusion Models: A Step-by-Step Journey May 28, 2025

rdf

What Is a Knowledge Graph? A Practical Guide Across RDF and Property Graphs October 6, 2025

reinforcement learning

Is supervised learning a special type of reinforcement learning? September 22, 2024
A machine with human-like memory systems December 21, 2023
IGLU: interactive grounded language understanding in a collaborative environment December 16, 2021

reinforcement-learning

From REINFORCE to PPO: The Complete On-Policy RL Journey August 7, 2025
RL vs SL: Understanding Their Roles in Large Language Models February 6, 2025

RL

RL vs SL: Understanding Their Roles in Large Language Models February 6, 2025

roberta

EmoBERTa: Speaker-aware emotion recognition in conversation with RoBERTa August 26, 2021

room

Room classifier February 28, 2022

semantic-web

What Is a Knowledge Graph? A Practical Guide Across RDF and Property Graphs October 6, 2025

sequence-modeling

Sequential Decision-Making with Transformers December 15, 2024

SL

RL vs SL: Understanding Their Roles in Large Language Models February 6, 2025

statistical significance

The Problems with p-values October 16, 2024

statistics

Understanding Maximum Likelihood Estimation February 5, 2025
The Problems with p-values October 16, 2024

supervised learning

Is supervised learning a special type of reinforcement learning? September 22, 2024

supervised-learning

RL vs SL: Understanding Their Roles in Large Language Models February 6, 2025

symbolic AI

A machine with human-like memory systems December 21, 2023

transformer

Can the Transformer be viewed as a special case of a Graph Neural Network (GNN)? October 15, 2024

transformers

Sequential Decision-Making with Transformers December 15, 2024

tutorial

From REINFORCE to PPO: The Complete On-Policy RL Journey August 7, 2025
From VAEs to Diffusion Models: A Step-by-Step Journey May 28, 2025

vae

From VAEs to Diffusion Models: A Step-by-Step Journey May 28, 2025

website

My new website December 12, 2023