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Foundation Models

4,845 papers

Papers per year

Papers

Task-aware Cross-modal Feature Refinement Transformer with Large Language Models for Visual Grounding CVPR 2025
Enhancing Chain of Thought Prompting in Large Language Models via Reasoning Patterns AAAI 2025
Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series EMNLP 2025
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms ACL 2025
From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks NAACL 2025
Universal Actions for Enhanced Embodied Foundation Models CVPR 2025
LUDVIG: Learning-Free Uplifting of 2D Visual Features to Gaussian Splatting Scenes ICCV 2025
ToM-SSI: Evaluating Theory of Mind in Situated Social Interactions EMNLP 2025
How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? IJCNLP 2025
Knowledge-Grounded Detection of Cryptocurrency Scams with Retrieval-Augmented LMs ACL 2025
Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs EMNLP 2025
Learning Physics Informed Neural ODEs with Partial Measurements AAAI 2025
VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models COLING 2025
PlanningArena: A Modular Benchmark for Multidimensional Evaluation of Planning and Tool Learning ACL 2025
FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading ACL 2025
Revisiting Word Embeddings in the LLM Era AACL 2025
Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene CVPR 2025
Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMs COLING 2025
TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models ACL 2025
Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025
LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models ACL 2025
Photolithography Overlay Map Generation with Implicit Knowledge Distillation Diffusion Transformer ICCV 2025
Do language models practice what they preach? Examining language ideologies about gendered language reform encoded in LLMs COLING 2025
Generative Frame Sampler for Long Video Understanding ACL 2025
Unleashing the Reasoning Potential of LLMs by Critique Fine-Tuning on One Problem EMNLP 2025