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Foundation Models

4845 directly classified papers

Papers per year

Papers

s1: Simple test-time scaling EMNLP 2025
LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025
An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025
What are Foundation Models Cooking in the Post-Soviet World? EMNLP 2025
LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025
Memorization ≠ Understanding: Do Large Language Models Have the Ability of Scenario Cognition? EMNLP 2025
Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs EMNLP 2025
Metric Calculating Benchmark: Code-Verifiable Complicate Instruction Following Benchmark for Large Language Models EMNLP 2025
LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction EMNLP 2025
EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models EMNLP 2025
Nexus: Adaptive Upcycling to Efficiently Pretrain Mixture of Experts EMNLP 2025
High-Quality Complex Text-to-SQL Data Generation through Chain-of-Verification IJCNLP 2025
DeepCAVE: A Visualization and Analysis Tool for Automated Machine Learning JMLR 2025
Few-Shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks WACV 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts WACV 2025
PALO: A Polyglot Large Multimodal Model for 5B People WACV 2025
WAFFLE: Multimodal Floorplan Understanding in the Wild WACV 2025
UAL-Bench: The First Comprehensive Unusual Activity Localization Benchmark WACV 2025
An Investigation on LLMs' Visual Understanding Ability using SVG for Image-Text Bridging WACV 2025
Scene-LLM: Extending Language Model for 3D Visual Reasoning WACV 2025
Zero-Shot Detection of Out-of-Context Objects using Foundation Models WACV 2025
AgroGPT: Efficient Agricultural Vision-Language Model with Expert Tuning WACV 2025
Crossroads of Continents: Automated Artifact Extraction for Cultural Adaptation with Large Multimodal Models WACV 2025
Agtech Framework for Cranberry-Ripening Analysis using Vision Foundation Models WACV 2025
Shadow Removal Refinement via Material-Consistent Shadow Edges WACV 2025