Artificial Intelligence

Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads NAACL 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 Attribution in Filipino Language Models: Extending a Bias Interpretability Metric for Application on Agglutinative Languages ACL 2025 Bias Beware: The Impact of Cognitive Biases on LLM-Driven Product Recommendations EMNLP 2025 BiasEdit: Debiasing Stereotyped Language Models via Model Editing NAACL 2025 Biased LLMs can Influence Political Decision-Making ACL 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 in Opinion Dynamics in Multi-Agent Systems of Large Language Models: A Case Study on Funding Allocation NAACL 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 in the Mirror : Are LLMs opinions robust to their own adversarial attacks 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 BiCap: Bangla Image Captioning Using Attention-based Encoder-Decoder Architecture AACL 2025 BiCrossMamba-ST: Speech Deepfake Detection with Bidirectional Mamba Spectro-Temporal Cross-Attention Interspeech 2025 BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking AAAI 2025 Bi-DiffCD: Bidirectional Diffusion Guided Collaborative Change Detection for Arbitrary-Modal Remote Sensing Images IJCAI 2025 Bidirectional Decoding: Improving Action Chunking via Guided Test-Time Sampling ICLR 2025