Room classifier
A simple room classifier made using EfficientNet and PyTorch Lightning
By Taewoon Kim
Check out
https://github.com/tae898/room-classification
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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
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] -
IGLU: interactive grounded language understanding in a collaborative environment
We won the NeurIPS 2021 competition
By Taewoon Kim
Thank you, Hybrid Intelligence team! Check out https://proceedings.mlr.press/v176/kiseleva22a/kiseleva22a.pdf [Read More] -
Multitask prompted training enables zero-shot task generalization
Achieving superior zero-shot generalization through explicit multitask prompting
By Taewoon Kim
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] -
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
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] -
Generalizing MLPs with dropouts, batch normalization, and skip connections
A simple age-gender classification model using Arcface embeddings and MLPs
By Taewoon Kim
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]