Foundation Models

From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs EMNLP 2025 From Tokens to Words: On the Inner Lexicon of LLMs ICLR 2025 FrontierScience Bench: Evaluating AI Research Capabilities in LLMs ACL 2025 FSTLLM: Spatio-Temporal LLM for Few Shot Time Series Forecasting ICML 2025 FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025 Fugatto 1: Foundational Generative Audio Transformer Opus 1 ICLR 2025 FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG NAACL 2025 FuseChat: Knowledge Fusion of Chat Models EMNLP 2025 Fusing Highly Specialized Language Models for Comprehensive Expertise ACL 2025 Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff ACL 2025 G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models ACL 2025 GAIfE: Using GenAI to Improve Literacy in Low-resourced Settings NAACL 2025 Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding CVPR 2025 GATEAU: Selecting Influential Samples for Long Context Alignment EMNLP 2025 GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification SemEval 2025 GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding CVPR 2025 GEMBA V2: Ten Judgments Are Better Than One EMNLP 2025 Gen3DEval: Using vLLMs for Automatic Evaluation of Generated 3D Objects CVPR 2025 GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-Time Alignment ICLR 2025 GenDLN: Evolutionary Algorithm-Based Stacked LLM Framework for Joint Prompt Optimization ACL 2025 Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks ICML 2025 Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model AAAI 2025 Generalization v.s. Memorization: Tracing Language Models’ Capabilities Back to Pretraining Data ICLR 2025 Generalized Few-Shot Point Cloud Segmentation via LLM-Assisted Hyper-Relation Matching ICCV 2025 GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts WACV 2025