Foundation Models

Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation NAACL 2025 Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining AAAI 2025 Enhancing Multimodal Continual Instruction Tuning with BranchLoRA ACL 2025 Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation AAAI 2025 Enhancing Multimodal Model Robustness Under Missing Modalities via Memory-Driven Prompt Learning IJCAI 2025 Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning AAAI 2025 Enhancing Nursing and Elderly Care with Large Language Models: An AI-Driven Framework COLING 2025 Enhancing Prompt Generation with Adaptive Refinement for Camouflaged Object Detection ICCV 2025 Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models ICML 2025 Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025 Enhancing Reranking for Recommendation with LLMs through User Preference Retrieval COLING 2025 Enhancing Retrieval-Augmented Generation: A Study of Best Practices COLING 2025 Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge WACV 2025 Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM WACV 2025 Enhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions EMNLP 2025 Enhancing Zero-shot Chain of Thought Prompting via Uncertainty-Guided Strategy Selection COLING 2025 Enriching children’s stories with LLMs: Delivering multilingual data enrichment for children’s books at scale and across markets ACL 2025 Entity Profile Generation and Reasoning with LLMs for Entity Alignment EMNLP 2025 Entropy-Based Decoding for Retrieval-Augmented Large Language Models NAACL 2025 Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning AAAI 2025 EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering AAAI 2025 EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ACL 2025 EquiBench: Benchmarking Large Language Models’ Reasoning about Program Semantics via Equivalence Checking EMNLP 2025 Equipping Vision Foundation Model with Mixture of Experts for Out-of-Distribution Detection ICCV 2025 ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models ICML 2025