Foundation Models

Can LLMs Reliably Simulate Real Students’ Abilities in Mathematics and Reading Comprehension? ACL 2025 Can LLMs Understand Time Series Anomalies? ICLR 2025 Can LVLMs Obtain a Driver’s License? A Benchmark Towards Reliable AGI for Autonomous Driving AAAI 2025 Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding CVPR 2025 Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025 Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark ICML 2025 Can Multimodal Foundation Models Help Analyze Child-Inclusive Autism Diagnostic Videos? Interspeech 2025 Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs EMNLP 2025 Can Reasoning LLMs Synthesize Complex Climate Statements? ACL 2025 Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025 Can Textual Gradient Work in Federated Learning? ICLR 2025 Can Transformers Learn Full Bayesian Inference in Context? ICML 2025 Can We Afford The Perfect Prompt? Balancing Cost and Accuracy with the Economical Prompting Index COLING 2025 Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method ACL 2025 Can We Steer Reasoning Direction by Thinking Intervention? EMNLP 2025 Can You Share Your Story? Modeling Clients’ Metacognition and Openness for LLM Therapist Evaluation ACL 2025 Capability Instruction Tuning AAAI 2025 Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law ACL 2025 CAP: Evaluation of Persuasive and Creative Image Generation ICCV 2025 Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data IJCNLP 2025 Capturing the Temporal Dependence of Training Data Influence ICLR 2025 CareBot: A Pioneering Full-Process Open-Source Medical Language Model AAAI 2025 CARE: Enhancing Safety of Visual Navigation through Collision Avoidance via Repulsive Estimation CoRL 2025 CARE: Multilingual Human Preference Learning for Cultural Awareness EMNLP 2025 CARFT: Boosting LLM Reasoning via Contrastive Learning with Annotated Chain-of-Thought-based Reinforced Fine-Tuning EMNLP 2025