Foundation Models

2D-LFM: Lifting Foundation Model without 3D Supervision CVPR 2026 A Benchmark for Audio Reasoning Capabilities of Multimodal Large Language Models EACL 2026 A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages EACL 2026 Adaptive LLM-Symbolic Reasoning via Dynamic Logical Solver Composition EACL 2026 AdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models AAAI 2026 Advanced Black-Box Tuning of Large Language Models with Limited API Calls AAAI 2026 A Foundation Model for Brain MRI with Dynamic Modality Integration (Student Abstract) AAAI 2026 Agentic Economic Modeling ACL 2026 AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation EACL 2026 A Knowledge Compilation Map for Quantum Information AAAI 2026 Aladdin-FTI @ AMIYA Three Wishes for Arabic NLP: Fidelity, Diglossia, and Multidialectal Generation EACL 2026 Align³GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation AAAI 2026 Align to Structure: Aligning Large Language Models with Structural Information AAAI 2026 AMaPO: Adaptive Margin-attached Preference Optimization for Language Model Alignment AAAI 2026 A Mixed Diet Makes DINO An Omnivorous Vision Encoder CVPR 2026 Analysing Satellite Imagery Classification Under Spatial Domain Shift Across Geographic Regions (Abstract Reprint) AAAI 2026 Analyzing LLM Instruction Optimization for Tabular Fact Verification EACL 2026 AncientBench: Towards Comprehensive Evaluation on Excavated and Transmitted Chinese Corpora AAAI 2026 Appraisal Trajectories in Narratives Reveal Distinct Patterns of Emotion Evocation EACL 2026 APT: Affine Prototype-Timestamp for Time Series Forecasting Under Distribution Shift AAAI 2026 APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval AAAI 2026 Arabic Dialect Translation with Small LLMs: Enhancing through Reasoning-Oriented Reinforcement Learning EACL 2026 Are All Prompt Components Value-Neutral? Understanding the Heterogeneous Adversarial Robustness of Dissected Prompt in LLMs EACL 2026 ARGUS: Towards End-to-End Argument Mining with Large Language Models AAAI 2026 A Rolling Stone Gathers No Moss: Adaptive Policy Optimization for Stable Self-Evaluation in Large Multimodal Models AAAI 2026