Foundation Models

Building a Conversational AI Assistant for African Travel Services with LLMs and RAG EACL 2026 Can Calibration of Positional Encodings Enhance Long Context Utilization? EACL 2026 Can ChatGPT Really Understand Modern Chinese Poetry? EACL 2026 Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval over haystacks EACL 2026 CARE: A Molecular-Guided Foundation Model with Adaptive Region Modeling for Whole Slide Image Analysis CVPR 2026 Causality Matters: How Temporal Information Emerges in Video Language Models AAAI 2026 CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning AAAI 2026 ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications AAAI 2026 CLEP: Contrastive Language-Pose Pretraining CVPR 2026 CLM-Access: A Specialized Foundation Model for High-Dimensional Single-Cell ATAC-Seq Analysis AAAI 2026 COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values EACL 2026 Combining LLM Semantic Reasoning with GNN Structural Modeling for Multi-View Multi-Label Feature Selection AAAI 2026 ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning AAAI 2026 Comprehensive Study of Bilingual and Multi-category Instruction Pre-training EACL 2026 Confidence-Guided Stepwise Model Routing for Cost-Efficient Reasoning AAAI 2026 Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation AAAI 2026 CP-Router: An Uncertainty-Aware Router Between LLM and LRM AAAI 2026 Credal Ensemble Distillation for Uncertainty Quantification AAAI 2026 Crossing Borders: A Multimodal Challenge for Indian Poetry Translation and Image Generation AAAI 2026 Cross-Modal Knowledge Transfer in Time Series AI via Large Vision Models AAAI 2026 CUE: Concept-Aware Multi-Label Expansion to Mitigate Concept Confusion in Long-Tailed Learning CVPR 2026 D²-VPR: A Parameter-efficient Visual-foundation-model-based Visual Place Recognition Method via Knowledge Distillation and Deformable Aggregation AAAI 2026 Data Pollination: An Emergent Ecological Process Driving AI Population Evolution ACL 2026 Decompose and Conquer: Compositional Reasoning for Zero-Shot Temporal Action Localization AAAI 2026 DEEP: A Discourse Evolution Engine for Predictions About Social Movements AAAI 2026