Natural Language Processing

SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation ACL 2025 Similarity over Factuality: Are we Making Progress on Multimodal Out-of-Context Misinformation Detection? WACV 2025 SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment CVPR 2025 SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models EMNLP 2025 SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis EMNLP 2025 SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025 Simple Factuality Probes Detect Hallucinations in Long-Form Natural Language Generation EMNLP 2025 Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation ICLR 2025 SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning ICML 2025 Simple Named Entity Recognition (NER) System with RoBERTa for Ancient Chinese NAACL 2025 Simple Test Time Scaling for Machine Translation: Kaze-MT at the WMT25 General Translation Task EMNLP 2025 SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models ICCV 2025 Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025 Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models IJCNLP 2025 Simplified Rewriting Improves Expert Summarization IJCNLP 2025 SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials NAACL 2025 SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains NAACL 2025 SimRP: Syntactic and Semantic Similarity Retrieval Prompting Enhances Aspect Sentiment Quad Prediction AAAI 2025 Simulating Dual-Process Thinking in Dialogue Topic Shift Detection COLING 2025 Simulating Emotional Intelligence in LLMs through Behavioral Conditioning and Analogical Retrieval ACL 2025 Simulating Training Data Leakage in Multiple-Choice Benchmarks for LLM Evaluation AACL 2025 Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues AAAI 2025 SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants? EMNLP 2025 SimulBench: Evaluating Language Models with Creative Simulation Tasks NAACL 2025 SimulPL: Aligning Human Preferences in Simultaneous Machine Translation ICLR 2025