language model

DAMAGeR: Deploying Automatic and Manual Approaches to GenAI Red-teaming NAACL 2025 DAPI: Domain Adaptive Toxicity Probe Vector Intervention, for Fine-Grained Detoxification ACL 2025 Data-centric NLP Backdoor Defense from the Lens of Memorization NAACL 2025 Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs EMNLP 2025 Data Drives Unstable Hierarchical Generalization in LMs EMNLP 2025 Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025 Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation ACL 2025 Data Selection via Optimal Control for Language Models ICLR 2025 DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization EMNLP 2025 Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement ACL 2025 DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025 Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts ACL 2025 Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation COLING 2025 Decoding Reading Goals from Eye Movements ACL 2025 Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025 Deconstructing What Makes a Good Optimizer for Autoregressive Language Models ICLR 2025 DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease AAAI 2025 Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models EMNLP 2025 DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments EMNLP 2025 DeFine: Decision-Making with Analogical Reasoning over Factor Profiles ACL 2025 Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 2025 DeFT-X: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer EMNLP 2025 DeLTa: A Decoding Strategy based on Logit Trajectory Prediction Improves Factuality and Reasoning Ability EMNLP 2025 Demystifying Multilingual Reasoning in Process Reward Modeling EMNLP 2025 Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025