Foundation Models

A Study into Investigating Temporal Robustness of LLMs ACL 2025 A Survey of Generative Information Extraction COLING 2025 A Survey of LLM-based Agents in Medicine: How far are we from Baymax? ACL 2025 A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges ACL 2025 A Survey of NLP Progress in Sino-Tibetan Low-Resource Languages NAACL 2025 A Survey of Post-Training Scaling in Large Language Models ACL 2025 A Survey of Quantum Natural Language Processing: From Compositional Models to NISQ-Era Empiricism AACL 2025 A Survey on Foundation Language Models for Single-cell Biology ACL 2025 A Survey on the Feedback Mechanism of LLM-based AI Agents IJCAI 2025 A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation AAAI 2025 A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference NAACL 2025 A Systematic Survey of Quantum Natural Language Processing: Models, Encoding Paradigms, and Evaluation Methods AACL 2025 A Theory for Token-Level Harmonization in Retrieval-Augmented Generation ICLR 2025 A Theory of Formalisms for Representing Knowledge AAAI 2025 A Token-level Text Image Foundation Model for Document Understanding ICCV 2025 AToM: Aligning Text-to-Motion Model at Event-Level with GPT-4Vision Reward CVPR 2025 Attention Overflow: Language Model Input Blur during Long-Context Missing Items Identification IJCNLP 2025 Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit AAAI 2025 Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization SemEval 2025 Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities ICML 2025 Augmenting Math Word Problems via Iterative Question Composing AAAI 2025 AURELIA: Test-time Reasoning Distillation in Audio-Visual LLMs ICCV 2025 Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions ACL 2025 AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents EMNLP 2025 AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark EMNLP 2025