- CogBERT: Cognition-guided pre-trained language models
Xiao Ding, Bowen Chen, Li Du, Bing Qin, Ting Liu at Coling 2022 (co-first with my supervisor Prof.Xiao Ding during Master study.) - Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic
Bibo Cai, Xiao Ding, Bowen Chen, Li Du, Ting Liu at AAAI 2022 - Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems
Bowen Chen, Yusuke Miyao at EMNLP 2022 Findings - 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 at Machine Intellgience Research 2024 (Journal) - A Comprehensive Evaluation of Inductive Reasoning Capabilities and Problem Solving in Large Language Models
Bowen Chen, Rune Sætre, Yusuke Miyao at EACL Findings 2024 - RIAND: Robustness-Improved and Accelerated Nerual Deduplication
Bowen Chen, Sho Hoshino, Masato Mita, Peinan Zhang under ARR - 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 (authors in alphabetical order) at 言語処理学会2024 - A Multi-Perspective Analysis of Memorization in Large Language Models
Bowen Chen, Namgi Han, Yusuke Miyao at EMNLP Main Conference 2024 - 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 problem. - Revisiting the Memeber Inference Attack on Large Language Models
