Publications

Papers, books, awards, and patents — the full record.

Papers

20 papers

Does Self-Consistency Improve the Recall of Encyclopedic Knowledge?

ACL 2026

S. Hoshino, U. Honda, P. Zhang

Progressive Visual Refinement for Multi-modal Summarization

EACL 2026

Y. Xiong, H. Kamigaito, S. Murakami, P. Zhang, H. Takamura, M. Okumura

BannerBench: Benchmarking Vision Language Models for Multi-Ad Selection with Human Preferences

EMNLP 2025 Findings

H. Otake, P. Zhang, Y. Sakai, M. Mita, H. Ouchi, T. WatanabeDataset

Distilling Many-Shot In-Context Learning into a Cheat Sheet

EMNLP 2025 Findings

U. Honda, S. Murakami, P. Zhang

AdParaphrase v2.0: Generating Attractive Ad Texts Using a Preference-Annotated Paraphrase Dataset

ACL 2025 Findings

S. Murakami, P. Zhang, H. Kamigaito, H. Takamura, M. OkumuraCode Dataset

AdTEC: A Unified Benchmark for Evaluating Text Quality in Search Engine Advertising

NAACL 2025

P. Zhang, Y. Sakai, M. Mita, H. Ouchi, T. WatanabeProject Page Code Dataset Video Slides Poster

AdParaphrase: Paraphrase Dataset for Analyzing Linguistic Features toward Generating Attractive Ad Texts

NAACL 2025 Findings

S. Murakami, P. Zhang, H. Kamigaito, H. Takamura, M. OkumuraCode Dataset

Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding

TACL

U. Honda, T. Oka, P. Zhang, M. Mita

Generating Attractive Ad Text by Facilitating the Reuse of Landing Page Expressions

INLG 2024

H. Kamigaito, S. Murakami, P. Zhang, H. Takamura, M. Okumura

Striking Gold in Advertising: Standardization and Exploration of Ad Text Generation

ACL 2024

M. Mita, S. Murakami, A. Kato, P. ZhangCode Dataset

Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding

ACL 2024 Findings

Y. Jinnai, U. Honda, T. Morimura, P. Zhang

Policy Gradient Algorithms with Monte Carlo Tree Learning for Non-Markov Decision Processes

RLC 2024

T. Morimura, K. Ota, K. Abe, P. Zhang

Grasping Both Query Relevance and Essential Content for Query-focused Summarization

SIGIR 2024

Y. Xiong, H. Kamigaito, S. Murakami, P. Zhang, H. Takamura, M. Okumura

CAMERA³: An Evaluation Dataset for Controllable Ad Text Generation in Japanese

LREC-COLING 2024

G. Inoue, A. Kato, M. Mita, U. Honda, P. ZhangCode

Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity

LREC-COLING 2024

S. Hoshino, A. Kato, S. Murakami, P. Zhang

Aspect-based Analysis of Advertising Appeals for Search Engine Advertising

NAACL 2022 Industry

S. Murakami, P. Zhang, S. Hoshino, H. Kamigaito, H. Takamura, M. Okumura

FAST: Fast Annotation Tool for SmarT Devices

EMNLP 2021 Demo

S. Kawamoto, Y. Sawai*, K. Wakimoto*, P. Zhang*Project Page Code

Investigation on Spray Cyclic Variations under Idle Operation of Engine using Optical Diagnostics and Statistical Methods

Int. J. Engine Res. 2021

Y. Zhou, W. Qi, Y. Zhang, P. Zhang

An Empirical Study of Generating Texts for Search-Engine Advertising

NAACL 2021 Industry

H. Kamigaito*, P. Zhang*, H. Takamura, M. Okumura

Japanese Sentiment Classification with Stacked Denoising Auto-Encoder using Distributed Word Representation

PACLIC 2015

P. Zhang, M. Komachi

Books

機械学習によるインターネット広告最適化

現代の配信アルゴリズムから広告制作の未来まで

木村衆平, 暮石航大, 河野剛大, 張培楠, 山口光太

講談社サイエンティフィク · 2025

Publisher Amazon

Awards

Outstanding Paper Award類推に基づくエキスパート割当：kNN 検索を用いた Mixture-of-Experts言語処理学会 2026 Committee Special AwardMixture-of-Experts の悲観的な統合による頑健な自然言語理解言語処理学会 2025 Committee Special AwardFaithCAMERA: 広告文生成タスクのための忠実性を担保した評価データセットの構築言語処理学会 2025 Committee Special Award広告文生成タスクの規定とベンチマーク構築言語処理学会 2023Outstanding Paper Awardインターネット広告におけるキーワードに基づく広告文の自動生成人工知能学会 2020

Patents

特開2022-087118情報管理システム、情報管理方法、およびプログラムYahoo! Japan

特開2021-140228広告文自動作成システムCyberAgent

特開2020-042481情報管理システム、情報管理方法、およびプログラムYahoo! Japan

特開2019-164654情報処理システム、情報処理方法、およびプログラムYahoo! Japan

特開2018-156460決定装置、決定方法、及び決定プログラムYahoo! Japan

特開2018-156421表示プログラム、表示方法、端末装置、生成装置、生成方法、及び生成プログラムYahoo! Japan

特開2018-156186表示プログラム、表示方法、端末装置、情報処理装置、情報処理方法、及び情報処理プログラムYahoo! Japan