Foundation Models

Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning AAAI 2026 DeepOR: A Deep Reasoning Foundation Model for Optimization Modeling AAAI 2026 DeepPhy: Benchmarking Agentic VLMs on Physical Reasoning AAAI 2026 DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router EACL 2026 Detecting Latin in Historical Books with Large Language Models: A Multimodal Benchmark EACL 2026 DeVisE: Towards the Behavioral Testing of Medical Large Language Models EACL 2026 DexGraspVLA: A Vision-Language-Action Framework Towards General Dexterous Grasping AAAI 2026 DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance EACL 2026 DGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs AAAI 2026 Differentially Private Subspace Fine-Tuning for Large Language Models AAAI 2026 Discovering Hybrid World Representations with Co-Evolving Foundation Models AAAI 2026 Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning EACL 2026 DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs AAAI 2026 DocR1: Evidence Page-Guided GRPO for Multi-Page Document Understanding AAAI 2026 Do Generative Video Models Understand Physical Principles? WACV 2026 Do Large Language Models Reason About Uncertainty Like Humans? A Benchmark on Hurricane Forecast Visualization Comprehension AAAI 2026 Do Large Language Models Think like the Brain? Sentence-Level Evidences from Layer-Wise Embeddings and fMRI AAAI 2026 Doubly Debiased Test-Time Prompt Tuning for Vision-Language Models AAAI 2026 Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs EACL 2026 DynamicEarth: How Far Are We from Open-Vocabulary Change Detection? AAAI 2026 Editing Is a Bargaining Game: Balanced Knowledge Editing in Large Language Models AAAI 2026 EduMod-LLM: A Modular Approach for Designing Flexible and Transparent Educational Assistants AAAI 2026 Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture AAAI 2026 Efficient and Effective In-context Demonstration Selection with Coreset AAAI 2026 Efficient Low-Resource Language Models Using Tokenizer Transfer EACL 2026