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Foundation Models

4845 directly classified papers

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Papers

Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging ACL 2025
SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog ACL 2025
Exploring LLM-Based Assessment of Italian Middle School Writing: A Pilot Study ACL 2025
LLM-Assisted, Iterative Curriculum Writing: A Human-Centered AI Approach in Finnish Higher Education ACL 2025
Building a Functional Machine Translation Corpus for Kpelle ACL 2025
Fine-tuning Whisper Tiny for Swahili ASR: Challenges and Recommendations for Low-Resource Speech Recognition ACL 2025
YodiV3: NLP for Togolese Languages with Eyaa-Tom Dataset and the Lom Metric ACL 2025
Breaking the Transcription Bottleneck: Fine-tuning ASR Models for Extremely Low-Resource Fieldwork Languages ACL 2025
FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs CVPR 2025
Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning CVPR 2025
Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding CVPR 2025
SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding CVPR 2025
Non-Natural Image Understanding with Advancing Frequency-based Vision Encoders CVPR 2025
Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis CVPR 2025
Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation CVPR 2025
SKE-Layout: Spatial Knowledge Enhanced Layout Generation with LLMs CVPR 2025
PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation CVPR 2025
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks CVPR 2025
InsightEdit: Towards Better Instruction Following for Image Editing CVPR 2025
GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill CVPR 2025
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments CVPR 2025
ControlMed: Adding Reasoning Control to Medical Language Model IJCNLP 2025
StarVector: Generating Scalable Vector Graphics Code from Images and Text CVPR 2025
Task-aware Cross-modal Feature Refinement Transformer with Large Language Models for Visual Grounding CVPR 2025
On Memorization of Large Language Models in Logical Reasoning IJCNLP 2025