Large Language Models

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment EMNLP 2025 DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization ACL 2025 DR-Encoder: Encode Low-rank Gradients with Random Prior for Large Language Models Differentially Privately AAAI 2025 Drift: Decoding-time Personalized Alignments with Implicit User Preferences EMNLP 2025 Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference ACL 2025 DriveGPT4-V2: Harnessing Large Language Model Capabilities for Enhanced Closed-Loop Autonomous Driving CVPR 2025 DroidCall: A Dataset for LLM-powered Android Intent Invocation EMNLP 2025 Drop Dropout on Single Epoch Language Model Pretraining ACL 2025 DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization ACL 2025 DRT: Deep Reasoning Translation via Long Chain-of-Thought ACL 2025 DS2-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis ACL 2025 DSCD: Large Language Model Detoxification with Self-Constrained Decoding EMNLP 2025 DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models AAAI 2025 DTOS: Dynamic Time Object Sensing with Large Multimodal Model CVPR 2025 Dual Debiasing for Noisy In-Context Learning for Text Generation ACL 2025 DUTIR at SemEval-2025 Task 10: A Large Language Model-based Approach for Entity Framing in Online News SemEval 2025 DUT_IR at SemEval-2025 Task 11: Enhancing Multi-Label Emotion Classification with an Ensemble of Pre-trained Language Models and Large Language Models SemEval 2025 D.Va: Validate Your Demonstration First Before You Use It ACL 2025 DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models CVPR 2025 Dynamic and Adaptive Feature Generation with LLM IJCAI 2025 Dynamic and Generalizable Process Reward Modeling ACL 2025 Dynamic Chunking and Selection for Reading Comprehension of Ultra-Long Context in Large Language Models ACL 2025 Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts NAACL 2025 Dynamic Evaluation for Oversensitivity in LLMs EMNLP 2025 Dynamic Knowledge Integration for Evidence-Driven Counter-Argument Generation with Large Language Models ACL 2025