Mark G. Lee

Full Professor, University of Birmingham

Joined

July 2019

Names

Mark G. Lee

Emails

****@cs.bham.ac.uk (Confirmed)

****@bham.ac.uk (Confirmed)

Personal Links

Career & Education History

Full Professor

University of Birmingham (bham.ac.uk)

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Natural Language Processing

2010 – 2022

Sentiment Analysis

2010 – 2022

Semantics

2010 – 2022

Publications

Capturing Classic Authorial Style in Long-Form Story Generation with GRPO Fine-Tuning
Jinlong Liu, Mark G. Lee, Mohammed Bahja, Venelin Kovatchev
- CoNLL 2026 Archival
- Readers: Everyone
Compact Yet Capable: Do Multitask-Based Multi-Teacher Distillation with Precision-Controlled Task-Specific Dynamic PTQ Outperform Static Quantization for Low-Resource Multitask NLU?
Kathakali Mitra, Abbu Bucker Siddique, Kattamanchi Chandana, Aruna Malapati, Mark G. Lee
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Delta Decompression for MoE-based LLMs Compression
Hao Gu, Wei Li, Lujun Li, Zhu Qiyuan, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo
- ICML 2025 poster
- Readers: Everyone
MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
Wei Li, Lujun Li, Hao Gu, You-Liang Huang, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo
- ICML 2025 poster
- Readers: Everyone
Code-Mixed Probes Show How Pre-Trained Models Generalise on Code-Switched Text
Frances Adriana Laureano De Leon, Harish Tayyar Madabushi, Mark G. Lee
- Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
- Readers: Everyone
Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
Wei Li, Lujun Li, You-Liang Huang, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment
Wei Li, Lujun Li, Mark G. Lee, Shengjie Sun
- NeurIPS 2024 poster
- Readers: Everyone
Integrating Character-level and Word-level Representation for Affect in Arabic Tweets
Abdullah I. Alharbi, Phillip Smith, Mark Lee
- 2022 (modified: 05 Mar 2022)
- Data Knowl. Eng. 2022
- Readers: Everyone
Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children's mindreading ability
Venelin Kovatchev, Phillip Smith, Mark G. Lee, Rory T. Devine
- 2021 (modified: 05 Mar 2022)
- ACL/IJCNLP (1) 2021
- Readers: Everyone
Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children's mindreading ability
Venelin Kovatchev, Phillip Smith, Mark G. Lee, Rory T. Devine
- 2021 (modified: 05 Mar 2022)
- CoRR 2021
- Readers: Everyone

View all 50 publications

Co-Authors

View all 46 co-authors