Search Results for author: Sho Hoshino

Found 7 papers, 0 papers with code

A Single Linear Layer Yields Task-Adapted Low-Rank Matrices

no code implementations22 Mar 2024 Hwichan Kim, Shota Sasaki, Sho Hoshino, Ukyo Honda

To confirm this hypothesis, we devise a method named Conditionally Parameterized LoRA (CondLoRA) that updates initial weight matrices with low-rank matrices derived from a single linear layer.

Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity

no code implementations8 Mar 2024 Sho Hoshino, Akihiko Kato, Soichiro Murakami, Peinan Zhang

Rather, we find a superiority of the Wikipedia domain over the NLI domain for these languages, in contrast to prior studies that focused on NLI as training data.

Cross-Lingual Transfer Data Augmentation +7

Natural Language Generation for Advertising: A Survey

no code implementations22 Jun 2023 Soichiro Murakami, Sho Hoshino, Peinan Zhang

Natural language generation methods have emerged as effective tools to help advertisers increase the number of online advertisements they produce.

Text Generation

Aspect-based Analysis of Advertising Appeals for Search Engine Advertising

no code implementations NAACL (ACL) 2022 Soichiro Murakami, Peinan Zhang, Sho Hoshino, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura

Writing an ad text that attracts people and persuades them to click or act is essential for the success of search engine advertising.

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