Large Language Models

Beyond Text Compression: Evaluating Tokenizers Across Scales ACL 2025 Beyond the Answer: Advancing Multi-Hop QA with Fine-Grained Graph Reasoning and Evaluation ACL 2025 Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing EMNLP 2025 Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion ICML 2025 Beyond the Score: Uncertainty-Calibrated LLMs for Automated Essay Assessment EMNLP 2025 Beyond the Surface: Measuring Self-Preference in LLM Judgments EMNLP 2025 Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models NAACL 2025 Beyond Visual Understanding Introducing PARROT-360V for Vision Language Model Benchmarking COLING 2025 Beyond WER: Probing Whisper’s Sub‐token Decoder Across Diverse Language Resource Levels EMNLP 2025 Beyond Words: Exploring Cultural Value Sensitivity in Multimodal Models NAACL 2025 Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment ACL 2025 Beyond Words: Multilingual and Multimodal Red Teaming of MLLMs ACL 2025 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 BiasFilter: An Inference-Time Debiasing Framework for Large Language Models EMNLP 2025 Bias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset EMNLP 2025 BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking AAAI 2025 Bidirectional Reasoning Supervision for Multilingual Financial Decision Making EMNLP 2025 Bidirectional Spoken-Written Text Conversion with Large Language Models Interspeech 2025