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2026 顶会论文

作者位次 #7/11ICLR 2026Poster· Deep Learning / Everything Else

DuPO: Enabling Reliable Self-Verification via Dual Preference Optimization

Shuaijie She · Yu Bao · Yu Lu · Lu Xu · Tao Li · Wenhao Zhu · Jianbing Zhang · Shujian Huang · Shanbo Cheng · Lu Lu · Yuxuan Wang

对齐与偏好OpenReview

作者位次 #8/11ICLR 2026Poster· Applications / Chemistry and Drug Discovery

MoMa: A Simple Modular Learning Framework for Material Property Prediction

Botian Wang · Yawen Ouyang · Yaohui Li · Mianzhi Pan · yuanhang tang · Haorui Cui · Yiqun Wang · Jianbing Zhang · Xiaonan Wang · Wei-Ying Ma · Hao Zhou

OpenReview

作者位次 #4/6ACL 2026Poster· Natural Language Processing

Improving Long-Context Translation via Self-Supervised Dual Learning

Shanbo Cheng · Shuaijie She · Yu Bao · Jianbing Zhang · Jiajun Chen · Shujian Huang

摘要

Large language models (LLMs) with long context windows offer the potential to translate entire documents in a single pass, yet they frequently suffer from catastrophic information distortion, undermining the strict faithfulness required for translation. This challenge is compounded by the scarcit...

强化学习与后训练评测与基准多语言与语言学OpenReview 项目页

作者位次 #9/9KDD 2026Oral· Knowledge Discovery & Data Mining

Enhancing Spatial Reasoning in Large Language Models for Metal-Organic Frameworks Structure Prediction

Mianzhi Pan · Jianfei Li · Peishuo Liu · Botian Wang · Yawen Ouyang · Yiming Rong · Wei-Ying Ma · Hao Zhou · Jianbing Zhang

推理检索与知识OpenReview

Jianbing Zhang

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2026 顶会论文

DuPO: Enabling Reliable Self-Verification via Dual Preference Optimization

MoMa: A Simple Modular Learning Framework for Material Property Prediction

Improving Long-Context Translation via Self-Supervised Dual Learning

Enhancing Spatial Reasoning in Large Language Models for Metal-Organic Frameworks Structure Prediction

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