User Review Writing via Interview with Dialogue Systems

Y Tanaka, M Inaba - Proceedings of the 25th Annual Meeting of …, 2024 - aclanthology.org
User reviews on e-commerce and review sites are crucial for making purchase decisions,
although creating detailed reviews is time-consuming and labor-intensive. In this study, we …

Investigating Cost-Efficiency of LLM-Generated Training Data for Conversational Semantic Frame Analysis

S Matta, YJ Huang, F Cheng, H Kiyomaru… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent studies have demonstrated that few-shot learning allows LLMs to generate training
data for supervised models at a low cost. However, the quality of LLM-generated data may …

Enhancing Decision-Making with AI Assistance

Y Tanaka - Proceedings of the 20th Workshop of Young …, 2024 - aclanthology.org
My research interests broadly lie in the influence of artificial intelligence (AI) agents on
human decision-making. Specifically, I aim to develop applications for conversational agents …

[PDF][PDF] Utilizing Pseudo Dialogue in Conversational Semantic Frame Analysis

S Matta, YJ Huang, H Kiyomaru, S Kurohashi - anlp.jp
Semantic frame analysis aims to extract structural knowledge from unstructured texts. A
semantic frame analyzer is usually trained using manually annotated dialogue data …

コツを引き出す対話設定におけるオンライン料理インタビュー対話コーパスの構築

岡久太郎, 田中リベカ, 児玉貴志, 村脇有吾, 黒橋禎夫 - 自然言語処理, 2023 - jstage.jst.go.jp
抄録 インタビューは技能者からコツを引き出すための重要な対話形式の 1 つである. 本研究では,
料理ドメインにおける技能者からインタビュアーが料理のコツを積極的に引き出そうとしている …