Huizhi Liang

Varun Ojha

Data Min. Knowl. Discov., June, 2026

Review of Explainable Graph-Based Recommender Systems.

[BibT_eX]

[DOI]

James M. Ferryman

ACM Comput. Surv., April, 2026

NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression.

[BibT_eX]

[DOI]

Tong Wu

CoRR, April, 2026

NCL-UoR at SemEval-2026 Task 5: Embedding-Based Methods, Fine-Tuning, and LLMs for Word Sense Plausibility Rating.

[BibT_eX]

[DOI]

Tong Wu

CoRR, March, 2026

Systematic Characterization of Minimal Deep Learning Architectures: A Unified Analysis of Convergence, Pruning, and Quantization.

[BibT_eX]

[DOI]

CoRR, January, 2026

PAD-Guided Multimodal Hybrid Contrastive Emotion Recognition upon STEM-E2VA Dataset.

[BibT_eX]

[DOI]

Multimodal Technol. Interact., 2026

KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

2025

Art2Music: Generating Music for Art Images with Multi-modal Feeling Alignment.

[BibT_eX]

[DOI]

CoRR, December, 2025

Deep Learning-Assisted Detection of Sarcopenia in Cross-Sectional Computed Tomography Imaging.

[BibT_eX]

[DOI]

CoRR, August, 2025

Explainable Meta-Path Based Recommender Systems.

[BibT_eX]

[DOI]

James M. Ferryman

Trans. Recomm. Syst., June, 2025

D2R: dual regularization loss with collaborative adversarial generation for model robustness.

[BibT_eX]

[DOI]

CoRR, June, 2025

KG4RecEval: Does Knowledge Graph Really Matter for Recommender Systems?

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., May, 2025

CRRG-CLIP: Automatic Generation of Chest Radiology Reports and Classification of Chest Radiographs.

[BibT_eX]

[DOI]

Jianfei Xu

CoRR, January, 2025

tinaal at SemEval-2025 Task 11: Enhancing Perceived Emotion Intensity Prediction with Boosting Fine-Tuned Transformers.

[BibT_eX]

[DOI]

Ting Zhu

Liting Huang

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

NCL-AR at SemEval-2025 Task 7: A Sieve Filtering Approach to Refute the Misinformation within Harmful Social Media Posts.

[BibT_eX]

[DOI]

Alex Robertson

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

OseiBrefo-Liang at SemEval-2025 Task 8 : A Multi-Agent LLM code generation approach for answering Tabular Questions.

[BibT_eX]

[DOI]

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation.

[BibT_eX]

[DOI]

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

Chinchunmei at SemEval-2025 Task 11: Boosting the Large Language Model's Capability of Emotion Perception using Contrastive Learning.

[BibT_eX]

[DOI]

Tian Li

Yujian Sun

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

NCL-UoR at SemEval-2025 Task 3: Detecting Multilingual Hallucination and Related Observable Overgeneration Text Spans with Modified RefChecker and Modified SeflCheckGPT.

[BibT_eX]

[DOI]

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

AdaGAT: Adaptive Guidance Adversarial Training for the Robustness of Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

MemoryChat: Leveraging Large Language Models as Conversational Agents to Transform the Cognitive Assessment in Dementia Care.

[BibT_eX]

[DOI]

Alex Robertson

Judith Harrison

Proceedings of the Machine Learning, Optimization, and Data Science, 2025

KMagent: A Multi-agent Large Language Model-based Knowledge Management Platform for Product Innovation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2025

D<sup>2</sup>R: Dual Regularization Loss with Collaborative Adversarial Generation for Model Robustness.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2025, 2025

2024

Speech emotion recognition based on bi-directional acoustic-articulatory conversion.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Dynamic Label Adversarial Training for Deep Learning Robustness Against Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2024

On Learnable Parameters of Optimal and Suboptimal Deep Learning Models.

[BibT_eX]

[DOI]

CoRR, 2024

Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection.

[BibT_eX]

[DOI]

CoRR, 2024

hyy33 at WASSA 2024 Empathy and Personality Shared Task: Using the CombinedLoss and FGM for Enhancing BERT-based Models in Emotion and Empathy Prediction from Conversation Turns.

[BibT_eX]

[DOI]

Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, 2024

NU at WASSA 2024 Empathy and Personality Shared Task: Enhancing Personality Predictions with Knowledge Graphs; A Graphical Neural Network and LightGBM Ensemble Approach.

[BibT_eX]

[DOI]

Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, 2024

Chinchunmei at WASSA 2024 Empathy and Personality Shared Task: Boosting LLM's Prediction with Role-play Augmentation and Contrastive Reasoning Calibration.

[BibT_eX]

[DOI]

Tian Li

Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, 2024

Zhenmei at WASSA-2024 Empathy and Personality Shared Track 2 Incorporating Pearson Correlation Coefficient as a Regularization Term for Enhanced Empathy and Emotion Prediction in Conversational Turns.

[BibT_eX]

[DOI]

Liting Huang

Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, 2024

NCL_NLP at SemEval-2024 Task 7: CoT-NumHG: A CoT-Based SFT Training Strategy with Large Language Models for Number-Focused Headline Generation.

[BibT_eX]

[DOI]

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

NCL-UoR at SemEval-2024 Task 8: Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection.

[BibT_eX]

[DOI]

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

nicolay-r at SemEval-2024 Task 3: Using Flan-T5 for Reasoning Emotion Cause in Conversations with Chain-of-Thought on Emotion States.

[BibT_eX]

[DOI]

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

NU-RU at SemEval-2024 Task 6: Hallucination and Related Observable Overgeneration Mistake Detection Using Hypothesis-Target Similarity and SelfCheckGPT.

[BibT_eX]

[DOI]

Subin Jung

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Personality Profiling for Literary Character Dialogue Agents with Human Level Attributes.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2024

Cross-Metapath Based Hashing for Recommendation Systems.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2024

On Learnable Parameters of Optimal and Suboptimal Deep Learning Models.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 31st International Conference, 2024

Security Assessment of Hierarchical Federated Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

HTEKG: A Human-Trait-Enhanced Literary Knowledge Graph with Language Model Evaluation.

[BibT_eX]

[DOI]

Sreejith Sudhir Kalathil

Tian Li

Hang Dong

Proceedings of the 16th International Joint Conference on Knowledge Discovery, 2024

ARElight: Context Sampling of Large Texts for Deep Learning Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2024

2023

Scalable and explainable visually-aware recommender systems.

[BibT_eX]

[DOI]

James M. Ferryman

Knowl. Based Syst., March, 2023

Dialogue Agents with Literary Character Personality Traits.

[BibT_eX]

[DOI]

Junzhe Zhao

Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

Legal_try at SemEval-2023 Task 6: Voting Heterogeneous Models for Entities identification in Legal Documents.

[BibT_eX]

[DOI]

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

nclu_team at SemEval-2023 Task 6: Attention-based Approaches for Large Court Judgement Prediction with Explanation.

[BibT_eX]

[DOI]

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

UoR-NCL at SemEval-2023 Task 1: Learning Word-Sense and Image Embeddings for Word Sense Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Temporal Neighborhood based Self-supervised Pre-training Model for Sleep Stages Classification.

[BibT_eX]

[DOI]

Yingxi Wang

Bing Zhai

Proceedings of the 15th International Conference on Bioinformatics and Biomedical Technology, 2023

ThyExp: An explainable AI-assisted Decision Making Toolkit for Thyroid Nodule Diagnosis based on Ultra-sound Images.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

DRprofiling: Deep Reinforcement User Profiling for Recommendations in Heterogenous Information Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

TNE: A general time-aware network representation learning framework for temporal applications.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

UoR-NCL at SemEval-2022 Task 6: Using ensemble loss with BERT for intended sarcasm detection.

[BibT_eX]

[DOI]

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

UoR-NCL at SemEval-2022 Task 3: Fine-Tuning the BERT-Based Models for Validating Taxonomic Relations.

[BibT_eX]

[DOI]

Jiaoyan Chen

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Improving Ultrasound Image Classification with Local Texture Quantisation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Relation-aware Blocking for Scalable Recommendation Systems.

[BibT_eX]

[DOI]

Thamizhiniyan Pugazhenthi

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Improving Conversational Recommender Systems via Knowledge Graph-based Semantic Fusion with Historical Interaction Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Attractiveness Analysis for Health Claims on Food Packages.

[BibT_eX]

[DOI]

Proceedings of the Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, 2022

2021

UOR at SemEval-2021 Task 12: On Crowd Annotations; Learning with Disagreements to optimise crowd truth.

[BibT_eX]

[DOI]

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

UoR at SemEval-2021 Task 4: Using Pre-trained BERT Token Embeddings for Question Answering of Abstract Meaning.

[BibT_eX]

[DOI]

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

UoR at SemEval-2021 Task 7: Utilizing Pre-trained DistilBERT Model and Multi-scale CNN for Humor Detection.

[BibT_eX]

[DOI]

Carl Haines

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Augmenting Visual Information in Knowledge Graphs for Recommendations.

[BibT_eX]

[DOI]

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Health Claims Unpacked: A toolkit to Enhance the Communication of Health Claims for Food.

[BibT_eX]

[DOI]

Xiao Li

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

A Dynamic Bayesian Network Approach for Analysing Topic-Sentiment Evolution.

[BibT_eX]

[DOI]

Umarani Ganeshbabu

Thomas Thorne

IEEE Access, 2020

UoR at SemEval-2020 Task 4: Pre-trained Sentence Transformer Models for Commonsense Validation and Explanation.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

UoR at SemEval-2020 Task 8: Gaussian Mixture Modelling (GMM) Based Sampling Approach for Multi-modal Memotion Analysis.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Identity-Aware Attribute Recognition via Real-Time Distributed Inference in Mobile Edge Clouds.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2018

Explainable Sentiment Analysis with Applications in Medicine.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2016

UNIMELB at SemEval-2016 Tasks 4A and 4B: An Ensemble of Neural Networks and a Word2Vec Based Model for Sentiment Classification.

[BibT_eX]

[DOI]

Steven Xu

Timothy Baldwin

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

UniMelb at SemEval-2016 Task 3: Identifying Similar Questions by combining a CNN with String Similarity Measures.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Toward Sentiment Analysis in Elderly Care Facility.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Artificial Intelligence, 2016

Semantic-aware blocking for entity resolution.

[BibT_eX]

[DOI]

Qing Wang

Mingyuan Cui

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution.

[BibT_eX]

[DOI]

ACM J. Data Inf. Qual., 2015

RoseMerry: A Baseline Message-level Sentiment Classification System.

[BibT_eX]

[DOI]

Richard Fothergill

Timothy Baldwin

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

A Probabilistic Rating Auto-encoder for Personalized Recommender Systems.

[BibT_eX]

[DOI]

Timothy Baldwin

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Noise-Tolerant Approximate Blocking for Dynamic Real-Time Entity Resolution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution.

[BibT_eX]

[DOI]

Banda Ramadan

Peter Christen

Proceedings of the Databases Theory and Applications, 2014

2013

Dynamic Similarity-Aware Inverted Indexing for Real-Time Entity Resolution.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

2012

Personalized recommender systems integrating tags and item taxonomy.

[BibT_eX]

[DOI]

Yue Xu

Yuefeng Li

Web Intell. Agent Syst., 2012

Time-aware topic recommendation based on micro-blogs.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2010

Developing Trust Networks Based on User Tagging Information for Recommendation Making.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2010, 2010

Mining Users' Opinions Based on Item Folksonomy and Taxonomy for Personalized Recommender Systems.

[BibT_eX]

[DOI]

Yue Xu

Yuefeng Li

Proceedings of the ICDMW 2010, 2010

Parallel User Profiling Based on Folksonomy for Large Scaled Recommender Systems: An Implimentation of Cascading MapReduce.

[BibT_eX]

[DOI]