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Foundation Models

4,845 papers

Papers per year

Papers

DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease AAAI 2025
Feature4X: Bridging Any Monocular Video to 4D Agentic AI with Versatile Gaussian Feature Fields CVPR 2025
VGGSounder: Audio-Visual Evaluations for Foundation Models ICCV 2025
Complete Chess Games Enable LLM Become A Chess Master NAACL 2025
Exploring Working Memory Capacity in LLMs: From Stressors to Human-Inspired Strategies IJCNLP 2025
Structured Document Generation for Industrial Equipment AAAI 2025
MorphoGen: Efficient Unconditional Generation of Long-Range Projection Neuronal Morphology via a Global-to-Local Framework ICCV 2025
Rethinking-based Code Summarization with Chain of Comments COLING 2025
Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline EMNLP 2025
Let’s Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM’s Math Capability EMNLP 2025
Icon2: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation EMNLP 2025
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs COLING 2025
An Investigation on LLMs' Visual Understanding Ability using SVG for Image-Text Bridging WACV 2025
Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding CVPR 2025
MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages EMNLP 2025
A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection COLING 2025
Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework EMNLP 2025
DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation ACL 2025
STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks IJCAI 2025
MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis AAAI 2025
Team XSZ at BioLaySumm2025: Section-Wise Summarization, Retrieval-Augmented LLM, and Reinforcement Learning Fine-Tuning for Lay Summaries ACL 2025
Hierarchical Document Refinement for Long-context Retrieval-augmented Generation ACL 2025
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge CVPR 2025
Are ASR foundation models generalized enough to capture features of regional dialects for low-resource languages? IJCNLP 2025
Flow Factorization for Efficient Generative Flow Networks AAAI 2025