Foundation Models

V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat EMNLP 2025 WaferLLM: Large Language Model Inference at Wafer Scale OSDI 2025 WAFFLE: Multimodal Floorplan Understanding in the Wild WACV 2025 Ward: Provable RAG Dataset Inference via LLM Watermarks ICLR 2025 Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained Settings EMNLP 2025 WarpHE4D: Dense 4D Head Map toward Full Head Reconstruction ICCV 2025 WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models ACL 2025 Wavelet-based Positional Representation for Long Context ICLR 2025 Weak to Strong Generalization for Large Language Models with Multi-capabilities ICLR 2025 WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning ICLR 2025 WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback EMNLP 2025 WebUIBench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in WebUI-to-Code ACL 2025 WEPO: Web Element Preference Optimization for LLM-based Web Navigation AAAI 2025 What are Foundation Models Cooking in the Post-Soviet World? EMNLP 2025 What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective ACL 2025 What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models ICML 2025 What Has Been Lost with Synthetic Evaluation? EMNLP 2025 What if I ask in alia lingua? Measuring Functional Similarity Across Languages EMNLP 2025 What is an “Abstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models CoNLL 2025 What Limits Bidirectional Model’s Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning ICML 2025 What Makes a Maze Look Like a Maze? ICLR 2025 What Makes Large Language Models Reason in (Multi-Turn) Code Generation? ICLR 2025 When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following EMNLP 2025 When LLMs Play the Telephone Game: Cultural Attractors as Conceptual Tools to Evaluate LLMs in Multi-turn Settings ICLR 2025 When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models EMNLP 2025