Foundation Models

How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations NAACL 2025 How Do Position Encodings Affect Length Generalization? Case Studies On In-Context Function Learning AAAI 2025 How Expressive are Knowledge Graph Foundation Models? ICML 2025 How Foundation Models are Reshaping Non-Invasive Brain–Computer Interfaces: A Case for Novel Human Expression and Alignment NeurIPS 2025 How Likely Do LLMs with CoT Mimic Human Reasoning? COLING 2025 How Much Can Transfer? BRIDGE: Bounded Multi-Domain Graph Foundation Model with Generalization Guarantees ICML 2025 How Personality Traits Shape LLM Risk-Taking Behaviour ACL 2025 How Reliable are Causal Probing Interventions? IJCNLP 2025 How to Evaluate Reward Models for RLHF ICLR 2025 How to Train Long-Context Language Models (Effectively) ACL 2025 How Well Does First-Token Entropy Approximate Word Entropy as a Psycholinguistic Predictor? IJCNLP 2025 HPSv3: Towards Wide-Spectrum Human Preference Score ICCV 2025 HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025 HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs AAAI 2025 HSI-GPT: A General-Purpose Large Scene-Motion-Language Model for Human Scene Interaction CVPR 2025 Human-Centric Foundation Models: Perception, Generation and Agentic Modeling IJCAI 2025 HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning EMNLP 2025 Hymba: A Hybrid-head Architecture for Small Language Models ICLR 2025 HyperFree: A Channel-adaptive and Tuning-free Foundation Model for Hyperspectral Remote Sensing Imagery CVPR 2025 Hypo3D: Exploring Hypothetical Reasoning in 3D ICML 2025 I2R-NLP at SemEval-2025 Task 8: Question Answering on Tabular Data SemEval 2025 IAAO: Interactive Affordance Learning for Articulated Objects in 3D Environments CVPR 2025 ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM EMNLP 2025 ICL CIPHERS: Quantifying ”Learning” in In-Context Learning via Substitution Ciphers EMNLP 2025 ICLEval: Evaluating In-Context Learning Ability of Large Language Models COLING 2025