Foundation Models

DLUT and GTCOM’s Large Language Model Based Translation System for WMT25 EMNLP 2025 Do Before You Judge: Self-Reference as a Pathway to Better LLM Evaluation EMNLP 2025 DocHPLT: A Massively Multilingual Document-Level Translation Dataset EMNLP 2025 DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025 Do Computer Vision Foundation Models Learn the Low-level Characteristics of the Human Visual System? CVPR 2025 DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding ICCV 2025 Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study EMNLP 2025 Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge NAACL 2025 Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation ACL 2025 Does Spatial Cognition Emerge in Frontier Models? ICLR 2025 DOGE: LLMs-Enhanced Hyper-Knowledge Graph Recommender for Multimodal Recommendation AAAI 2025 Do language models practice what they preach? Examining language ideologies about gendered language reform encoded in LLMs COLING 2025 Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm ACL 2025 Do Large Language Models Have “Emotion Neurons”? Investigating the Existence and Role ACL 2025 Do Large Language Models Know Folktales? A Case Study of Yokai in Japanese Folktales ACL 2025 Do Large Language Models Know When Not to Answer in Medical QA? EMNLP 2025 Do Large Language Models Learn Human-Like Strategic Preferences? ACL 2025 Do Large Language Models Truly Understand Geometric Structures? ICLR 2025 Do LLMs Know and Understand Domain Conceptual Knowledge? EMNLP 2025 Do LLMs Need Inherent Reasoning Before Reinforcement Learning? A Study in Korean Self-Correction IJCNLP 2025 Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback ACL 2025 Domain2Vec: Vectorizing Datasets to Find the Optimal Data Mixture without Training ICML 2025 Domain Regeneration: How well do LLMs match syntactic properties of text domains? ACL 2025 Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage NAACL 2025 DORNet: A Degradation Oriented and Regularized Network for Blind Depth Super-Resolution CVPR 2025