I'm Taewoon | Taewoon Kim

A machine with human-like memory systems

Can machines think like us?
By Taewoon Kim
Posted on December 21, 2023

The project “A Machine With Human-Like Memory Systems” is the core of my PhD work. It was heavily inspired by the cognitive science theories, such as the ones from Endel Tulving. It’s about developing agents equipped with human-like external memory systems, modeled using knowledge graphs. These agents are designed to... [Read More]
Tags:
- reinforcement learning
- AI
- human memory
- knowledge graph
- machine learning
- deep learning
- PhD
- LLM
- symbolic AI
- GOFAI
- humemai
Using ChatGPT is just so great

This really can do a lot of things, although it's still biased.
By Taewoon Kim
Posted on December 14, 2023

Generating images with text [Read More]
Tags:
- ChatGPT
- AI
- GPT4
- DALL-E
My new website

My boring old website had to be gone.
By Taewoon Kim
Posted on December 12, 2023

I thought that I can make a better website than the one I had. So I made this one! I’ll be posting my projects and other stuff here. I hope you like it! :) I was surprised that I could make this website in just a few hours. I used... [Read More]
Tags:
- website
Bloom: A 176b-parameter open-access multilingual language model

Unlocking the power of open-source language models
By Taewoon Kim
Posted on November 9, 2022

This paper was a result of the Hugging Face BigScience research workshop that I participated in 2021. The paper can be found at https://arxiv.org/abs/2211.05100. [Read More]
Tags:
- llm
- prompt
- gpt
- bloom
Room classifier

A simple room classifier made using EfficientNet and PyTorch Lightning
By Taewoon Kim
Posted on February 28, 2022

Check out https://github.com/tae898/room-classification
Tags:
- room
- classifier
Promptsource: An integrated development environment and repository for natural language prompts

Revolutionizing NLP with a collaborative hub for crafting and sharing prompts
By Taewoon Kim
Posted on February 2, 2022

This paper was a result of the Hugging Face BigScience research workshop that I participated in 2021. The paper can be found at https://arxiv.org/abs/2202.01279. [Read More]
Tags:
- llm
- prompt
- gpt
- promptsource
IGLU: interactive grounded language understanding in a collaborative environment

We won the NeurIPS 2021 competition
By Taewoon Kim
Posted on December 16, 2021

Thank you, Hybrid Intelligence team! Check out https://proceedings.mlr.press/v176/kiseleva22a/kiseleva22a.pdf [Read More]
Tags:
Multitask prompted training enables zero-shot task generalization

Achieving superior zero-shot generalization through explicit multitask prompting
By Taewoon Kim
Posted on October 15, 2021

This paper was a result of the Hugging Face BigScience research workshop that I participated in 2021. The paper can be found at https://arxiv.org/abs/2110.08207. [Read More]
Tags:
- llm
- prompt
- gpt
EmoBERTa: Speaker-aware emotion recognition in conversation with RoBERTa

Achieving state-of-the-rrt emotion recognition in conversations with a simple RoBERTa-based approach
By Taewoon Kim
Posted on August 26, 2021

This is a paper that I wrote together with Piek Vossen. We were able to achieve SOTA back then by simply training a RoBERTa (a variant of BERT) with speaker tokens! Check out https://arxiv.org/abs/2108.12009 [Read More]
Tags:
- llm
- bert
- roberta
- emotion
- erc
Generalizing MLPs with dropouts, batch normalization, and skip connections

A simple age-gender classification model using Arcface embeddings and MLPs
By Taewoon Kim
Posted on August 18, 2021

I trained a simple age-gender classification model using ArcFace embeddings and MLPs. Check out the paper https://arxiv.org/abs/2108.08186 and the code https://github.com/tae898/age-gender/ [Read More]
Tags:
- mlp
- age
- gender

Newer Posts

A machine with human-like memory systems

Can machines think like us?

Using ChatGPT is just so great

This really can do a lot of things, although it's still biased.

My new website

My boring old website had to be gone.

Bloom: A 176b-parameter open-access multilingual language model

Unlocking the power of open-source language models

Room classifier

A simple room classifier made using EfficientNet and PyTorch Lightning

Promptsource: An integrated development environment and repository for natural language prompts

Revolutionizing NLP with a collaborative hub for crafting and sharing prompts

IGLU: interactive grounded language understanding in a collaborative environment

We won the NeurIPS 2021 competition

Multitask prompted training enables zero-shot task generalization

Achieving superior zero-shot generalization through explicit multitask prompting

EmoBERTa: Speaker-aware emotion recognition in conversation with RoBERTa

Achieving state-of-the-rrt emotion recognition in conversations with a simple RoBERTa-based approach

Generalizing MLPs with dropouts, batch normalization, and skip connections

A simple age-gender classification model using Arcface embeddings and MLPs