I'm Taewoon | Taewoon Kim

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

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