Search Results for author: Soo Hyun Ryu

Found 3 papers, 2 papers with code

A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit

1 code implementation CoNLL (EMNLP) 2021 Hoyun Song, Soo Hyun Ryu, Huije Lee, Jong Park

As users in online communities suffer from severe side effects of abusive language, many researchers attempted to detect abusive texts from social media, presenting several datasets for such detection.

Abusive Language Natural Language Understanding

Plausibility Processing in Transformer Language Models: Focusing on the Role of Attention Heads in GPT

1 code implementation20 Oct 2023 Soo Hyun Ryu

Next, I delve into how knowledge of plausibility is contained within attention heads of GPT2 and how these heads causally contribute to GPT2's plausibility processing ability.

Accounting for Agreement Phenomena in Sentence Comprehension with Transformer Language Models: Effects of Similarity-based Interference on Surprisal and Attention

no code implementations NAACL (CMCL) 2021 Soo Hyun Ryu, Richard L. Lewis

We advance a novel explanation of similarity-based interference effects in subject-verb and reflexive pronoun agreement processing, grounded in surprisal values computed from a pretrained large-scale Transformer model, GPT-2.

Retrieval Sentence

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