Davis Yoshida

3 papers · 2021–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ACL (2) EMNLP (1)

Top co-authors

Kevin Gimpel (2) Giuseppe Castellucci (1) Besnik Fetahu (1) Jason Ingyu Choi (1) Shervin Malmasi (1) Nikhita Vedula (1) Zhiyu Chen (1) Lütfi Kerem Senel (1) Kartik Goyal (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Natural Language Processing (3) Core AI (3) Generation (3) Deep Learning (2) Optimization & Theory · Machine Learning (2) Optimization & Theory · Deep Learning (2) Data Science & Analytics (1) Applications (1) Learning Types (1) Models (1)

Keywords

language model (2) text generation (1) conditional generation (1) gradient-based method (1) maximum a posteriori (1) hidden state (1) user feedback (1) recommender system (1) click-through rate (1) transformer language model (1) inference time (1) mode seeking (1) large language model (1) generative recommender system (1) text degeneration (1) language model decoding (1) mode-seeking decoding (1) output degeneracy (1) hidden state optimization (1) natural language generation (1)

Papers

Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers ACL 2024 MAP’s not dead yet: Uncovering true language model modes by conditioning away degeneracy ACL 2024 Reconsidering the Past: Optimizing Hidden States in Language Models EMNLP 2021