A Comparative Analysis of LLM Memorization at Statistical and Internal Levels: Cross-Model Commonalities and Model-Specific Signatures

Bowen Chen, Namgi Han, Yusuke Miyao

RIAND: Robustness-Improved and Accelerated Neural Deduplication

Bowen Chen

A Statistical Revisiting the Member Inference Attack on Large Language Models

Bowen Chen, Namgi Han, Yusuke Miyao

OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent

Bowen Chen, Zhao Wang, Takamatsu Shingo

Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents

Zhao Wang^*, Bowen Chen^*, Yotaro Shimose^*, Sota Moriyama, Heng Wang, Shingo Takamatsu

^* Equal contribution.

A Comprehensive Evaluation of Inductive Reasoning Capabilities and Problem Solving in Large Language Models

Bowen Chen, Rune Sætre, Yusuke Miyao

A Multi-Perspective Analysis of Memorization in Large Language Models

Bowen Chen, Namgi Han, Yusuke Miyao

Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic

Bibo Cai, Xiao Ding, Bowen Chen, Li Du, Ting Liu

CogBERT: Cognition-guided pre-trained language models

Xiao Ding^*, Bowen Chen^*, Li Du, Bing Qin, Ting Liu

^* Equal contribution.

Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems

Bowen Chen, Yusuke Miyao

Text Difficulty Study: Do machines behave the same as humans regarding text difficulty?

Bowen Chen, Xiao Ding, Yi Zhao, Bo Fu, Tingmao Lin, Bing Qin, Ting Liu

LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs

LLM-jp Group

I was responsible for the construction of evaluation tools and the investigation of the data contamination.

大規模言語モデルにおけるIntruder Dimensionの発生傾向と分布に関する分析

豊井 美雪, 陳 薄文, 韓 南琦, 宮尾 祐介

オープン日本語LLMリーダーボードの構築と評価結果の分析

Namgi Han, 岡本 拓己, 石田 茂樹, 林 俊宏, Akim Mousterou, Bowen Chen, 宮尾 祐介

llm-jp-eval: 日本語大規模言語モデルの自動評価ツール

Namgi Han, 植田 暢大, 大嶽 匡俊, 勝又 智, 鎌田 啓輔, 清丸 寛一, 児玉 貴志, 菅原 朔, Bowen Chen, 松田 寛, 宮尾 祐介, 村脇 有吾, 劉 弘毅