Yokoi Sho

ヨコイショウ | Yokoi Sho

Affiliation and department：
Job title： Assistant Professor
Homepage URL (2)： http://www.cl.ecei.tohoku.ac.jp/~yokoi/index_ja.html , http://www.cl.ecei.tohoku.ac.jp/~yokoi/
Research theme for competitive and other funds (2)：

2022 - 2027 Fronteers of Data Science by Probabilistic Description and Inference of Dynamics
2022 - 2026 Knowledge inference system for robot integrating commonsense in natural language with real-world observation

Papers (27)：

Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, Kentaro Inui. Transformer Language Models Handle Word Frequency in Prediction Head. ACL (Findings). 2023. 4523-4535
Momose Oyama, Sho Yokoi, Hidetoshi Shimodaira. Norm of word embedding encodes information gain. 2022
Hiroaki Yamagiwa, Sho Yokoi, Hidetoshi Shimodaira. Improving word mover's distance by leveraging self-attention matrix. CoRR. 2022. abs/2211.06229
Yoichi Ishibashi, Sho Yokoi, Katsuhito Sudoh, Satoshi Nakamura. Subspace-based Set Operations on a Pre-trained Word Embedding Space. CoRR. 2022. abs/2210.13034
Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Masashi Yoshikawa, Kentaro Inui. Instance-Based Neural Dependency Parsing. Transactions of the Association for Computational Linguistics. 2021. 9. 1493-1507

ｍore...

MISC (5)：

小林悟郎, 栗林樹生, 栗林樹生, 横井祥, 横井祥, 乾健太郎, 乾健太郎. Transformerの文脈を混ぜる作用と混ぜない作用. 言語処理学会年次大会発表論文集(Web). 2021. 27th
赤間怜奈, 鈴木潤, 横井祥, 乾健太郎, 赤間怜奈, 鈴木潤, 横井祥, 乾健太郎. 句の呼応と話題の一貫性に着目した低品質対話データの教師なしフィルタリング. 言語処理学会年次大会発表論文集(Web). 2020. 26th
横井祥, 高橋諒, 赤間怜奈, 鈴木潤, 乾健太郎, 横井祥, 高橋諒, 赤間怜奈, 鈴木潤, 乾健太郎. 超球面上での最適輸送に基づく文類似性尺度. 言語処理学会年次大会発表論文集(Web). 2020. 26th
赤間怜奈, 赤間怜奈, 横井祥, 横井祥, 鈴木潤, 鈴木潤, 乾健太郎, 乾健太郎. Language-independent Dialogue Data Filtering for Neural Dialogue Response Generation. 人工知能学会全国大会(Web). 2020. 34th
横井祥, 横井祥, 高橋諒, 高橋諒, 赤間怜奈, 赤間怜奈, 鈴木潤, 鈴木潤, 乾健太郎, 乾健太郎. Optimal Transport Cost between Texts via Norm-Direction Decomposition. 人工知能学会全国大会(Web). 2020. 34th

Professional career (1)：

Ph.D. (Information Sciences) (Tohoku University)

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