Mark Lee
28 papers · 2002–2025 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (50) 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Topic Pioneer
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Keyword Champion
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Keyword Pioneer
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Mega-Team · Squad
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Topic Evolution
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Prolific Year · Productive
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The Questioner
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Renaissance Researcher
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Keyword Collector
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Trend Setter
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Century Club · Bronze
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Research topics
Machine Learning
(16)
Natural Language Processing
(12)
Artificial Intelligence
(11)
Core Methods
(9)
Application Areas
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Applications
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Deep Learning
(6)
Core AI
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Learning Types · Machine Learning
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Resources & Methods
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Learning Types · Deep Learning
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Interdisciplinary
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Architectures
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Data Science & Analytics
(1)
Keywords
text classification
(4)
data augmentation
(3)
large language model
(3)
automated scoring
(3)
mindreading ability
(2)
machine translation
(2)
low-resource language
(2)
multilingual model
(2)
automatic scoring
(2)
question classification
(2)
cross-lingual transfer
(2)
ensemble learning
(2)
deep learning
(2)
few-shot learning
(2)
natural language processing
(1)
sentiment analysis
(1)
temporal difference learning
(1)
domain adaptation
(1)
zero-shot learning
(1)
representation learning
(1)
Papers
Automatic Scoring of an Open-Response Measure of Advanced Mind-Reading Using Large Language Models
NAACL 2025
DAEA: Enhancing Entity Alignment in Real-World Knowledge Graphs Through Multi-Source Domain Adaptation
COLING 2025
Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia
COLING 2025
Structured Tender Entities Extraction from Complex Tables with Few-short Learning
COLING 2025
UoB-NLP at SemEval-2025 Task 11: Leveraging Adapters for Multilingual and Cross-Lingual Emotion Detection
SemEval 2025
Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment
NeurIPS 2024
Adopting Ensemble Learning for Cross-lingual Classification of Crisis-related Text On Social Media
ACL 2024
Code-Mixed Probes Show How Pre-Trained Models Generalise on Code-Switched Text
COLING 2024
"MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training"
ECCV 2024
GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERT
COLING 2022
Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children’s mindreading ability
ACL 2021
Kawarith: an Arabic Twitter Corpus for Crisis Events
EACL 2021
Multi-task Learning Using a Combination of Contextualised and Static Word Embeddings for Arabic Sarcasm Detection and Sentiment Analysis
EACL 2021
UoB at ProfNER 2021: Data Augmentation for Classification Using Machine Translation
NAACL 2021
UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation.
SemEval 2021
Augmenting Neural Metaphor Detection with Concreteness
ACL 2020
BhamNLP at SemEval-2020 Task 12: An Ensemble of Different Word Embeddings and Emotion Transfer Learning for Arabic Offensive Language Identification in Social Media
SemEval 2020
“What is on your mind?” Automated Scoring of Mindreading in Childhood and Early Adolescence
COLING 2020
Integrating Question Classification and Deep Learning for improved Answer Selection
COLING 2018
High Accuracy Rule-based Question Classification using Question Syntax and Semantics
COLING 2016
UoB-UK at SemEval-2016 Task 1: A Flexible and Extendable System for Semantic Text Similarity using Types, Surprise and Phrase Linking
SemEval 2016
A Hybrid Approach to Features Representation for Fine-grained Arabic Named Entity Recognition
COLING 2014
Automatically Developing a Fine-grained Arabic Named Entity Corpus and Gazetteer by utilizing Wikipedia
IJCNLP 2013
Mapping Arabic Wikipedia into the Named Entities Taxonomy
COLING 2012
Don’t worry about metaphor: affect detection for conversational agents
ACL 2007
Incremental Natural Actor-Critic Algorithms
NeurIPS 2007
On the formalization of Invariant Mappings for Metaphor Interpretation
ACL 2007
Reasoning in Metaphor Understanding: The ATT-Meta Approach and System
COLING 2002