Foundation Models

Towards Robust Mathematical Reasoning EMNLP 2025 Towards S²-Challenges Underlying LLM-Based Augmentation for Personalized News Recommendation AAAI 2025 Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models ICML 2025 Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges AAAI 2025 Towards Source Attribution of Singing Voice Deepfake with Multimodal Foundation Models Interspeech 2025 Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs IJCAI 2025 Towards Truly Open, Language-Specific, Safe, Factual, and Specialized Large Language Models COLING 2025 Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective AAAI 2025 Towards Understanding How Knowledge Evolves in Large Vision-Language Models CVPR 2025 Towards Understanding the Universality of Transformers for Next-Token Prediction ICLR 2025 Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation ICML 2025 Toward Understanding In-context vs. In-weight Learning ICLR 2025 Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions ACL 2025 Tracing Multilingual Factual Knowledge Acquisition in Pretraining EMNLP 2025 Tracking and Identifying International Propaganda and Influence Networks Online AAAI 2025 Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025 Tracr-Injection: Distilling Algorithms into Pre-trained Language Models ACL 2025 TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-Judge ACL 2025 Training a Generally Curious Agent ICML 2025 Training Language Models to Self-Correct via Reinforcement Learning ICLR 2025 Training on the Test Task Confounds Evaluation and Emergence ICLR 2025 Training with “Paraphrasing the Original Text” Teaches LLM to Better Retrieve in Long-Context Tasks AAAI 2025 TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories IJCAI 2025 Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025 TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data ACL 2025