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Foundation Models

4,845 papers

Papers per year

Papers

Multi-Reference Preference Optimization for Large Language Models AAAI 2025
CortexDebate: Debating Sparsely and Equally for Multi-Agent Debate ACL 2025
Can Large Language Models Unlock Novel Scientific Research Ideas? EMNLP 2025
GER-LLM: Efficient and Effective Geospatial Entity Resolution with Large Language Model EMNLP 2025
No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. IJCNLP 2025
Evaluating Multimodal Generative AI with Korean Educational Standards NAACL 2025
FactDebug at SemEval-2025 Task 7: Hybrid Retrieval Pipeline for Identifying Previously Fact-Checked Claims Across Multiple Languages ACL 2025
Magma: A Foundation Model for Multimodal AI Agents CVPR 2025
Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing ACL 2025
Around the World in 80 Timesteps: A Generative Approach to Global Visual Geolocation CVPR 2025
Learning Null Geodesics for Gravitational Lensing Rendering in General Relativity ICCV 2025
RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement NAACL 2025
Boosting Segment Anything Model Towards Open-Vocabulary Learning AAAI 2025
Unified Open-World Segmentation with Multi-Modal Prompts ICCV 2025
Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs ICCV 2025
SEK: Self-Explained Keywords Empower Large Language Models for Code Generation ACL 2025
HalluSearch at SemEval-2025 Task 3: A Search-Enhanced RAG Pipeline for Hallucination Detection ACL 2025
Text2Sql: Pure Fine-Tuning and Pure Knowledge Distillation NAACL 2025
SIFT: Grounding LLM Reasoning in Contexts via Stickers EMNLP 2025
DeAL: Decoding-time Alignment for Large Language Models ACL 2025
OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP CVPR 2025
LLM-based Online Prediction of Time-varying Graph Signals (Student Abstract) AAAI 2025
Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts EMNLP 2025
Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce EMNLP 2025
Large Language and Reasoning Models are Shallow Disjunctive Reasoners ACL 2025