Mengge Xue

Researcher, Tencent

Joined

February 2024

Names

Mengge Xue (Preferred)

Mengge xue

Emails

****@tencent.com (Confirmed)

****@gmail.com (Confirmed)

****@qq.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

Tencent (tencent.com)

2021 – 2026

MS student

Institute of Information Engineering, Chinese Academy of Sciences (iie.ac.cn)

2018 – 2021

Undergrad student

Xiamen University (xmu.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

Coauthor

Tingwen Liu

2018 – 2022

Coauthor

Zhenyu Zhang

2018 – 2022

Coauthor

Bowen Yu

2018 – 2022

Expertise

Artificial Intelligence

2024 – 2025

Large Language Models

2022 – 2024

Information Extractin

2017 – 2022

Publications

$\mathcal{R}^3$: Advertisement Compliance $\mathcal{R}$ectification via Group-$\mathcal{R}$elative Experience Extractor and Curriculum $\mathcal{R}$einforcement
Yuan Chen, zhenyu hu, Mengge Xue, Cao Te, Liqun Liu, Peng Shu, Huan Yu, Jie Jiang
- ACL 2026 Industry Track Poster
- Readers: Everyone
SSR-A: Spatial- and Semantic-Aware Instructions and Curriculum Reinforcement for Advertisement Compliant Rectification
Cao Te, Mengge Xue, zhenyu hu, Yuan Chen, Liqun Liu, Peng Shu, Huan Yu, Jie Jiang
- ACL 2026 Industry Track Poster
- Readers: Everyone
DSH-Bench: A Difficulty- and Scenario-Aware Benchmark with Hierarchical Subject Taxonomy for Subject-Driven Text-to-Image Generation
zhenyu hu, Qing Wang, Cao Te, Kuo Liao, Longfei Lu, Liqun Liu, Shuang Li, Hang Chen, Mengge Xue, Chao Deng, Peng Shu, Huan Yu, Jie Jiang
- Submitted to ICLR 2026
- Readers: Everyone
DSH-Bench: A Difficulty- and Scenario-Aware Benchmark with Hierarchical Subject Taxonomy for Subject-Driven Text-to-Image Generation
zhenyu hu, Qing Wang, Cao Te, Kuo Liao, Longfei Lu, Liqun Liu, Shuang Li, Hang Chen, Mengge Xue, Honglin Han, Jianan Li, Chao Deng, Peng Shu
- Submitted to NeurIPS 2025
- Readers: Everyone
From What to Why: Improving Relation Extraction with Rationale Graph
Zhenyu Zhang, Bowen Yu, Xiaobo Shu, Mengge Xue, Tingwen Liu, Li Guo
- 2021 (modified: 15 Oct 2021)
- ACL/IJCNLP (Findings) 2021
- Readers: Everyone
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning
Xinghua Zhang, Bowen Yu, Tingwen Liu, Zhenyu Zhang, Jiawei Sheng, Mengge Xue, Hongbo Xu
- 2021 (modified: 13 Nov 2021)
- EMNLP (1) 2021
- Readers: Everyone
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning
Xinghua Zhang, Bowen Yu, Tingwen Liu, Zhenyu Zhang, Jiawei Sheng, Mengge Xue, Hongbo Xu
- 2021 (modified: 13 Nov 2021)
- CoRR 2021
- Readers: Everyone
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning
Xinghua Zhang, Bowen Yu, Tingwen Liu, Zhenyu Zhang, Jiawei Sheng, Mengge Xue, Hongbo Xu
- 2021 (modified: 20 Jan 2023)
- EMNLP (Findings) 2021
- Readers: Everyone
Porous Lattice Transformer Encoder for Chinese NER
Mengge Xue, Bowen Yu, Tingwen Liu, Yue Zhang, Erli Meng, Bin Wang
- 2020 (modified: 13 Feb 2024)
- COLING 2020
- Readers: Everyone
Coarse-to-Fine Pre-training for Named Entity Recognition
Mengge Xue, Bowen Yu, Zhenyu Zhang, Tingwen Liu, Yue Zhang, Bin Wang
- 2020 (modified: 13 Jan 2026)
- CoRR 2020
- Readers: Everyone

View all 18 publications

Co-Authors

View all 34 co-authors