Large Language Models

Down the Cascades of Omethi: Hierarchical Automatic Scoring in Large-Scale Assessments ACL 2025 DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models AAAI 2025 DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization ACL 2025 DReSD: Dense Retrieval for Speculative Decoding ACL 2025 DrVideo: Document Retrieval Based Long Video Understanding CVPR 2025 DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models EMNLP 2025 DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models EMNLP 2025 Dual-Module Collaborative LoRA for Effective Large Language Model Fine-Tuning ACML 2025 DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records SemEval 2025 DVAGen: Dynamic Vocabulary Augmented Generation EMNLP 2025 DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models CVPR 2025 DyePack: Provably Flagging Test Set Contamination in LLMs Using Backdoors EMNLP 2025 Dynamic and Adaptive Feature Generation with LLM IJCAI 2025 Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts NAACL 2025 Dynamic Personality in LLM Agents: A Framework for Evolutionary Modeling and Behavioral Analysis in the Prisoner’s Dilemma ACL 2025 Dynamic-Width Speculative Beam Decoding for LLM Inference AAAI 2025 E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning EMNLP 2025 Each graph is a new language: Graph Learning with LLMs ACL 2025 Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents EMNLP 2025 EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models EMNLP 2025 EasyJon at TSAR 2025 Shared Task Evaluation of Automated Text Simplification with LLM-as-a-Judge EMNLP 2025 ECC: An Emotion-Cause Conversation Dataset for Empathy Response EMNLP 2025 ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training EMNLP 2025 ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues? EMNLP 2025 EcoTune: Token-Efficient Multi-Fidelity Hyperparameter Optimization for Large Language Model Inference EMNLP 2025