Large Language Models

CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis ACL 2025 CUNI and Phrase at WMT25 MT Evaluation Task EMNLP 2025 CUNI-NL@IWSLT 2025: End-to-end Offline Speech Translation and Instruction Following with LLMs ACL 2025 Curse of bilinguality: Evaluating monolingual and bilingual language models on Chinese linguistic benchmarks ACL 2025 DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression EMNLP 2025 DASH: Detection and Assessment of Systematic Hallucinations of VLMs ICCV 2025 DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models EMNLP 2025 Data-Juicer Sandbox: A Feedback-Driven Suite for Multimodal Data-Model Co-development ICML 2025 DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation EMNLP 2025 DavIR: Data Selection via Implicit Reward for Large Language Models ACL 2025 DCBU at GenAI Detection Task 1: Enhancing Machine-Generated Text Detection with Semantic and Probabilistic Features COLING 2025 DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph ACL 2025 DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search EMNLP 2025 DeAL: Decoding-time Alignment for Large Language Models ACL 2025 Debate4MATH: Multi-Agent Debate for Fine-Grained Reasoning in Math ACL 2025 Debiasing Multilingual LLMs in Cross-lingual Latent Space EMNLP 2025 Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization CVPR 2025 Debiasing Online Preference Learning via Preference Feature Preservation ACL 2025 Decentralized Low-Rank Fine-Tuning of Large Language Models ACL 2025 DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision EMNLP 2025 Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025 Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts ACL 2025 Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis ACL 2025 Decoding Semantic Representations in the Brain Under Language Stimuli with Large Language Models COLING 2025 Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models EMNLP 2025