Empirical Investigation of Neural Symbolic Reasoning Strategies. - Yoichi Aoki; Keito Kudo; Tatsuki Kuribayashi; Ana Brassard; Masashi Yoshikawa; Keisuke Sakaguchi; Kentaro Inui (EACL (Findings), 2023)

Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning? - Keito Kudo; Yoichi Aoki; Tatsuki Kuribayashi; Ana Brassard; Masashi Yoshikawa; Keisuke Sakaguchi; Kentaro Inui (EACL, 2023)

How Well Do Vision Models Encode Diagram Attributes? - Haruto Yoshida; Keito Kudo; Yoichi Aoki; Ryota Tanaka; Itsumi Saito; Keisuke Sakaguchi; Kentaro Inui (ACL (Student Research Workshop), 2024)

First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning. - Yoichi Aoki; Keito Kudo; Tatsuki Kuribayashi; Shusaku Sone; Masaya Taniguchi; Keisuke Sakaguchi; Kentaro Inui (EMNLP, 2024)

Think-to-Talk or Talk-to-Think? When LLMs Come Up with an Answer in Multi-Step Reasoning. - Keito Kudo; Yoichi Aoki; Tatsuki Kuribayashi; Shusaku Sone; Masaya Taniguchi; Ana Brassard; Keisuke Sakaguchi; Kentaro Inui (CoRR, 2024)

Exploring the Relationship Between Diversity and Quality in Ad Text Generation. - Yoichi Aoki; Soichiro Murakami; Ukyo Honda; Akihiko Kato (CoRR, 2025)