Foundation Models

Dynamic Retriever for In-Context Knowledge Editing via Policy Optimization EMNLP 2025 Dynamic Scaling of Unit Tests for Code Reward Modeling ACL 2025 Dynamics of Instruction Fine-Tuning for Chinese Large Language Models COLING 2025 Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks ICLR 2025 DynaPrompt: Dynamic Test-Time Prompt Tuning ICLR 2025 EasyEA: Large Language Model is All You Need in Entity Alignment Between Knowledge Graphs ACL 2025 EasyHOI: Unleashing the Power of Large Models for Reconstructing Hand-Object Interactions in the Wild CVPR 2025 ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark CVPR 2025 EdgeInfinite: A Memory-Efficient Infinite-Context Transformer for Edge Devices ACL 2025 EduLLM: Leveraging Large Language Models and Framelet-Based Signed Hypergraph Neural Networks for Student Performance Prediction ICML 2025 EduPo: Progress and Challenges of Automated Analysis and Generation of Czech Poetry NAACL 2025 EEE-Bench: A Comprehensive Multimodal Electrical And Electronics Engineering Benchmark CVPR 2025 Efficient and Effective Prompt Tuning via Prompt Decomposition and Compressed Outer Product NAACL 2025 Efficient Dynamic Ensembling for Multiple LLM Experts IJCAI 2025 Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning EMNLP 2025 Efficient Language-instructed Skill Acquisition via Reward-Policy Co-Evolution AAAI 2025 Efficient Latent Semantic Clustering for Scaling Test-Time Computation of LLMs EMNLP 2025 Efficient Personalized Adaptation for Physiological Signal Foundation Model ICML 2025 Efficient Real-time Refinement of Language Model Text Generation EMNLP 2025 Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling ACL 2025 Efficient Tool Use with Chain-of-Abstraction Reasoning COLING 2025 EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models ACL 2025 EffoVPR: Effective Foundation Model Utilization for Visual Place Recognition ICLR 2025 EgoLM: Multi-Modal Language Model of Egocentric Motions CVPR 2025 EgoPrivacy: What Your First-Person Camera Says About You? ICML 2025