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J-GLOBAL ID：202001016727182632   Update date: Jan. 30, 2024

Yokoi Sho

ヨコイ ショウ | Yokoi Sho
Affiliation and department：
Tohoku University Graduate School of Information Sciences

About Tohoku University Graduate School of Information Sciences


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 (30)：
  • Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, Kentaro Inui. Transformer Language Models Handle Word Frequency in Prediction Head. CoRR. 2023. abs/2305.18294
  • Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, Kentaro Inui. Feed-Forward Blocks Control Contextualization in Masked Language Models. CoRR. 2023. abs/2302.00456
  • 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
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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