Foundation Models

Logic Haystacks: Probing LLMs’ Long-Context Logical Reasoning (Without Easily Identifiable Unrelated Padding) EACL 2026 Long-form RewardBench: Evaluating Reward Models for Long-form Generation AAAI 2026 Lost in Benchmarks? Rethinking Large Language Model Benchmarking with Item Response Theory AAAI 2026 LSDTs: LLM-Augmented Semantic Digital Twins for Adaptive Knowledge-Intensive Infrastructure Planning AAAI 2026 Machine Learning Models Assisting the Development of Antibody Therapeutics and Vaccines – an Emerging Trend AAAI 2026 MAFM3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI WACV 2026 MAGNET: Towards Adaptive GUI Agents with Memory-Driven Knowledge Evolution ACL 2026 ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models AAAI 2026 MathMist: A Parallel Multilingual Benchmark Dataset for Mathematical Problem Solving and Reasoning EACL 2026 MatPedia: A Universal Generative Foundation for High-Fidelity Material Synthesis CVPR 2026 Measuring Human Contribution in AI-Assisted Content Generation ACL 2026 Measuring the Symbolic Power of Languages with LLM-based Multilingual Persuasion Simulation EACL 2026 MedGR2: Breaking the Data Barrier for Medical Reasoning via Generative Reward Learning AAAI 2026 MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision AAAI 2026 Mitigating Length Bias in RLHF Through a Causal Lens AAAI 2026 MizanQA: A Benchmark for Multi-Answer Moroccan Legal QA EACL 2026 MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence AAAI 2026 MMhops-R1: Multimodal Multi-hop Reasoning AAAI 2026 MMRAG-RFT: Two-stage Reinforcement Fine-tuning for Explainable Multi-modal Retrieval-augmented Generation AAAI 2026 MMSciCode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research Coding ACL 2026 Modeling Cross-vision Synergy for Unified Large Vision Model CVPR 2026 Model Whisper: Steering Vectors Unlock Large Language Models’ Potential in Test-Time AAAI 2026 MoE^2: A Mixture-of-Mixtures of Experts for Ensemble-Free Domain Generalization AAAI 2026 MOGO: Residual Quantized Hierarchical Causal Transformer for Real-Time and Infinite-Length 3D Human Motion Generation AAAI 2026 MOMO: Mars Orbital MOdel Foundation Model for Mars Orbital Applications CVPR 2026