| I-CALM: Incentivizing Confidence-Aware Abstention for LLM Hallucination Mitigation | cs.CL | 0 | Open |
| From Plausible to Causal: Counterfactual Semantics for Policy Evaluation in Simulated Online Communities | cs.CL | 0 | Open |
| Uncertainty as a Planning Signal: Multi-Turn Decision Making for Goal-Oriented Conversation | cs.CL | 0 | Open |
| AdaptFuse: Training-Free Sequential Preference Learning via Externalized Bayesian Inference | cs.CL | 0 | Open |
| BWTA: Accurate and Efficient Binarized Transformer by Algorithm-Hardware Co-design | cs.CL | 0 | Open |
| Predict, Don't React: Value-Based Safety Forecasting for LLM Streaming | cs.CL | 0 | Open |
| Prune-Quantize-Distill: An Ordered Pipeline for Efficient Neural Network Compression | cs.CL | 0 | Open |
| RUQuant: Towards Refining Uniform Quantization for Large Language Models | cs.CL | 0 | Open |
| GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces | cs.CL | 0 | Open |
| Unmasking Hallucinations: A Causal Graph-Attention Perspective on Factual Reliability in Large Language Models | cs.CL | 0 | Open |
| MisEdu-RAG: A Misconception-Aware Dual-Hypergraph RAG for Novice Math Teachers | cs.CL | 0 | Open |
| Emergent Inference-Time Semantic Contamination via In-Context Priming | cs.CL | 0 | Open |
| Extracting and Steering Emotion Representations in Small Language Models: A Methodological Comparison | cs.CL | 0 | Open |
| Embedding Enhancement via Fine-Tuned Language Models for Learner-Item Cognitive Modeling | cs.CL | 0 | Open |
| Lexical Indicators of Mind Perception in Human-AI Companionship | cs.CL | 0 | Open |