Shifting Long-Context LLMs Research from Input to Output

Authors: Wu, Yuhao, Bai, Yushi, Hu, Zhiqing, Tu, Shangqing, Hee, Ming Shan, Li, Juanzi, Lee, Roy Ka-Wei

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2503.04723

Unmasking Implicit Bias: Evaluating Persona-Prompted LLM Responses in Power-Disparate Social Scenarios

Authors: Tan, Bryan Chen Zhengyu, Lee, Roy Ka-Wei

Subject Terms: Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2503.01532

Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization

Authors: Xiao, Yao, Ye, Hai, Chen, Linyao, Ng, Hwee Tou, Bing, Lidong, Li, Xiaoli, Lee, Roy Ka-wei

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2502.16825

Demystifying Hateful Content: Leveraging Large Multimodal Models for Hateful Meme Detection with Explainable Decisions

Authors: Hee, Ming Shan, Lee, Roy Ka-Wei

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2502.11073

Unveiling the Capabilities of Large Language Models in Detecting Offensive Language with Annotation Disagreement

Authors: Lu, Junyu, Ma, Kai, Wang, Kaichun, Xiao, Kelaiti, Lee, Roy Ka-Wei, Xu, Bo, Yang, Liang, Lin, Hongfei

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.06207

Contrastive Token-level Explanations for Graph-based Rumour Detection

Authors: Chin, Daniel Wai Kit, Lee, Roy Ka-Wei

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.04366

Cross-Modal Transfer from Memes to Videos: Addressing Data Scarcity in Hateful Video Detection

Authors: Wang, Han, Tan, Rui Yang, Lee, Roy Ka-Wei

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Multimedia, I.2.10

Access URL: http://arxiv.org/abs/2501.15438

Fairness And Performance In Harmony: Data Debiasing Is All You Need

Authors: Liu, Junhua, Hui, Wendy Wan Yee, Lee, Roy Ka-Wei, Lim, Kwan Hui

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2411.17374

Towards Objective and Unbiased Decision Assessments with LLM-Enhanced Hierarchical Attention Networks

Authors: Liu, Junhua, Lim, Kwan Hui, Lee, Roy Ka-Wei

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2411.08504

Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning

Authors: Hee, Ming Shan, Kumaresan, Aditi, Lee, Roy Ka-Wei

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2410.05600

LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs

Authors: Wu, Yuhao, Hee, Ming Shan, Hu, Zhiqing, Lee, Roy Ka-Wei

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2409.02076

MultiHateClip: A Multilingual Benchmark Dataset for Hateful Video Detection on YouTube and Bilibili

Authors: Wang, Han, Yang, Tan Rui, Naseem, Usman, Lee, Roy Ka-Wei

Subject Terms: Computer Science - Multimedia, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, I.2.0

Access URL: http://arxiv.org/abs/2408.03468

Examining the Influence of Political Bias on Large Language Model Performance in Stance Classification

Authors: Ng, Lynnette Hui Xian, Cruickshank, Iain, Lee, Roy Ka-Wei

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2407.17688

InstructAV: Instruction Fine-tuning Large Language Models for Authorship Verification

Authors: Hu, Yujia, Hu, Zhiqiang, Seah, Chun-Wei, Lee, Roy Ka-Wei

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2407.12882

MERMAID: A Dataset and Framework for Multimodal Meme Semantic Understanding

Authors: Toh, Shaun, Kuek, Adriel, Chong, Wen-Haw, Lee, Roy Ka-Wei

Source: 2023 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2023 IEEE International Conference on. :433-442 Dec, 2023

Relation: 2023 IEEE International Conference on Big Data (BigData)

Prompting Large Language Models for Topic Modeling

Authors: Wang, Han, Prakash, Nirmalendu, Hoang, Nguyen Khoi, Hee, Ming Shan, Naseem, Usman, Lee, Roy Ka-Wei

Source: 2023 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2023 IEEE International Conference on. :1236-1241 Dec, 2023

Relation: 2023 IEEE International Conference on Big Data (BigData)

Interpretable Sock Puppet Attribution

Authors: Seah, Chun Wei, Hung, Chia-Yu, Hu, Yujia, Chieu, Hai Leong, Lee, Roy Ka-Wei

Source: 2023 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2023 IEEE International Conference on. :847-856 Dec, 2023

Relation: 2023 IEEE International Conference on Big Data (BigData)

SBTREC - A Transformer Framework for Personalized Tour Recommendation Problem with Sentiment Analysis

Authors: Ho, Ngai Lam, Lee, Roy Ka-Wei, Lim, Kwan Hui

Source: 2023 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2023 IEEE International Conference on. :5790-5798 Dec, 2023

Relation: 2023 IEEE International Conference on Big Data (BigData)

Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Authors: Shi, Wenhao, Hu, Zhiqiang, Bin, Yi, Liu, Junhua, Yang, Yang, Ng, See-Kiong, Bing, Lidong, Lee, Roy Ka-Wei

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2406.17294

ToxiCloakCN: Evaluating Robustness of Offensive Language Detection in Chinese with Cloaking Perturbations

Authors: Xiao, Yunze, Hu, Yujia, Choo, Kenny Tsu Wei, Lee, Roy Ka-wei

Subject Terms: Computer Science - Computation and Language, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2406.12223