Application Areas

Beyond Words: Augmenting Discriminative Richness via Diffusions in Unsupervised Prompt Learning CVPR 2025 Bias Amplification: Large Language Models as Increasingly Biased Media IJCNLP 2025 Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification EMNLP 2025 Bias Beware: The Impact of Cognitive Biases on LLM-Driven Product Recommendations EMNLP 2025 Bias Detection in Media: Traditional Models vs. Transformers in Analyzing Social Media Coverage of the Israeli-Gaza Conflict COLING 2025 Biased Tales: Cultural and Topic Bias in Generating Children’s Stories EMNLP 2025 Biases in Large Language Model-Elicited Text: A Case Study in Natural Language Inference COLING 2025 Biases Propagate in Encoder-based Vision-Language Models: A Systematic Analysis From Intrinsic Measures to Zero-shot Retrieval Outcomes ACL 2025 BiasFilter: An Inference-Time Debiasing Framework for Large Language Models EMNLP 2025 BiasGuard: A Reasoning-Enhanced Bias Detection Tool for Large Language Models ACL 2025 Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT NAACL 2025 Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation ICCV 2025 Bias in Language Models: Beyond Trick Tests and Towards RUTEd Evaluation ACL 2025 Bias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset EMNLP 2025 Bias Unveiled: Investigating Social Bias in LLM-Generated Code AAAI 2025 Bias Vector: Mitigating Biases in Language Models with Task Arithmetic Approach COLING 2025 Bidirectional Human–AI Collaboration for Equitable Student Performance Prediction via Deep Uncertainty Learning IJCAI 2025 Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck AAAI 2025 Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification WACV 2025 BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions ICLR 2025 BigMac: A Communication-Efficient Mixture-of-Experts Model Structure for Fast Training and Inference AAAI 2025 BiLD: Bi-directional Logits Difference Loss for Large Language Model Distillation COLING 2025 Bilingual BSARD: Extending Statutory Article Retrieval to Dutch COLING 2025 Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination COLING 2025 BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution ICML 2025