Foundation Models

What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects EACL 2026 What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles AAAI 2026 What, Whether and How? Unveiling Process Reward Models for Thinking with Images Reasoning AAAI 2026 When Reasoning Collapses: A Depth-Aware Probe into LLM Reasoning (Student Abstract) AAAI 2026 When the Model Said ‘No Comment’, We Knew Helpfulness Was Dead, Honesty Was Alive, and Safety Was Terrified EACL 2026 WorldGrow: Generating Infinite 3D World AAAI 2026 WorldRFT: Latent World Model Planning with Reinforcement Fine-Tuning for Autonomous Driving AAAI 2026 Zero-Shot Domain Generalisation via Prompt-Driven Feature Refinement WACV 2026 Zero-shot Hierarchical Plant Segmentation via Foundation Segmentation Models and Text-to-image Attention WACV 2026 Zero-Shot Robotic Manipulation via 3D Gaussian Splatting-Enhanced Multimodal Retrieval-Augmented Generation AAAI 2026 zkQML: Verifiable and Privacy-Preserving Inference for Quantum Machine Learning (Student Abstract) AAAI 2026 ZonUI-3B: Competitive GUI Grounding with a 3B VLM Trained on a Single Consumer GPU WACV 2026 100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability? ACL 2025 3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds ICLR 2025 3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination CVPR 2025 3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding AAAI 2025 3D-SPATIAL MULTIMODAL MEMORY ICLR 2025 3LM: Bridging Arabic, STEM, and Code through Benchmarking EMNLP 2025 𝒜3: Automatic Alignment Framework for Attributed Text Generation ACL 2025 AAAR-1.0: Assessing AI’s Potential to Assist Research ICML 2025 A Bayesian Model Selection Criterion for Selecting Pretraining Checkpoints ICML 2025 A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection COLING 2025 Accelerating Design Space Exploration for LLM Training Systems with Multi-experiment Parallel Simulation NSDI 2025 Accelerating Neural ODEs: A Variational Formulation-based Approach ICLR 2025 ACCORD: Closing the Commonsense Measurability Gap NAACL 2025