Resources & Methods

DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment EMNLP 2025 Do Syntactic Categories Help in Developmentally Motivated Curriculum Learning for Language Models? EMNLP 2025 Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities ICLR 2025 Do We Really Need All Those Dimensions? An Intrinsic Evaluation Framework for Compressed Embeddings EMNLP 2025 Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models? CVPR 2025 Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025 Do You Know About My Nation? Investigating Multilingual Language Models’ Cultural Literacy Through Factual Knowledge EMNLP 2025 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 DragText: Rethinking Text Embedding in Point-Based Image Editing WACV 2025 DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers 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 DRISHTIKON: A Multimodal Multilingual Benchmark for Testing Language Models’ Understanding on Indian Culture EMNLP 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 DTCRS: Dynamic Tree Construction for Recursive Summarization ACL 2025 DTOS: Dynamic Time Object Sensing with Large Multimodal Model CVPR 2025