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Foundation Models

4,845 papers

Papers per year

Papers

RainbowPrompt: Diversity-Enhanced Prompt-Evolving for Continual Learning ICCV 2025
Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback ACL 2025
Video-Bench: Human-Aligned Video Generation Benchmark CVPR 2025
LoRaDA: Low-Rank Direct Attention Adaptation for Efficient LLM Fine-tuning EMNLP 2025
Enhancing Retrieval-Augmented Generation: A Study of Best Practices COLING 2025
Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding ACL 2025
Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning AAAI 2025
FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models ICCV 2025
LLM Sensitivity Evaluation Framework for Clinical Diagnosis COLING 2025
Unlocking LLMs’ Self-Improvement Capacity with Autonomous Learning for Domain Adaptation ACL 2025
DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding ICCV 2025
Model Surgery: Modulating LLM’s Behavior Via Simple Parameter Editing NAACL 2025
QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods SEMEVAL 2025
Breaking the Self-Evaluation Barrier: Reinforced Neuro-Symbolic Planning with Large Language Models IJCAI 2025
Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning ICCV 2025
Knowledge-driven Scientific Large Language Models AAAI 2025
AnomalyDINO: Boosting Patch-Based Few-Shot Anomaly Detection with DINOv2 WACV 2025
TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories IJCAI 2025
xLAM: A Family of Large Action Models to Empower AI Agent Systems NAACL 2025
What are Foundation Models Cooking in the Post-Soviet World? EMNLP 2025
SOLAR: Serendipity Optimized Language Model Aligned for Recommendation EMNLP 2025
Fusing Highly Specialized Language Models for Comprehensive Expertise ACL 2025
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence ICCV 2025
Enabling Visual Foundation Models to Teach Compact Students via Mixture of Distillation IJCAI 2025
Tracing Multilingual Factual Knowledge Acquisition in Pretraining EMNLP 2025