Machine Learning

BGDB: Bernoulli-Gaussian Decision Block with Improved Denoising Diffusion Probabilistic Models AAAI 2025 BGHR: Bridging the Gap Between HBox-Supervised and RBox-Supervised Oriented Object Detection via Adaptive Fine-Grained Sample Mining AAAI 2025 BGM: Demand Prediction for Expanding Bike-Sharing Systems with Dynamic Graph Modeling IJCAI 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 Incomplete Multi-View Learning AAAI 2025 BiasEdit: Debiasing Stereotyped Language Models via Model Editing NAACL 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 in Graph Diffusion Models ICLR 2025 Bias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset EMNLP 2025 Bias-Resilient Weakly Supervised Semantic Segmentation Using Normalizing Flows ICCV 2025 Bias Unveiled: Investigating Social Bias in LLM-Generated Code AAAI 2025 Bias-variance decompositions: the exclusive privilege of Bregman divergences JMLR 2025 Bias Vector: Mitigating Biases in Language Models with Task Arithmetic Approach COLING 2025 BI-Bench : A Comprehensive Benchmark Dataset and Unsupervised Evaluation for BI Systems ACL 2025 Bi-DiffCD: Bidirectional Diffusion Guided Collaborative Change Detection for Arbitrary-Modal Remote Sensing Images IJCAI 2025