Large Language Models

SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025 Spatial Representation of Large Language Models in 2D Scene ACL 2025 SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding ACL 2025 SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models CVPR 2025 SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation EMNLP 2025 SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025 Speech Recognition Meets Large Language Model: Benchmarking, Models, and Exploration AAAI 2025 Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs EMNLP 2025 Spoken Language Understanding on Unseen Tasks With In-Context Learning Interspeech 2025 SRCB at SemEval-2025 Task 9: LLM Finetuning Approach based on External Attention Mechanism in The Food Hazard Detection SemEval 2025 SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation EMNLP 2025 STAND-Guard: A Small Task-Adaptive Content Moderation Model COLING 2025 Statistical and Neural Methods for Hawaiian Orthography Modernization EMNLP 2025 STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series Analysis AAAI 2025 StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization EMNLP 2025 STLC-KG:A Social Text Steganalysis Method Combining Large-Scale Language Models and Common-Sense Knowledge Graphs AAAI 2025 Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs ACL 2025 Story Generation with Large Language Models for African Languages ACL 2025 STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation ACL 2025 Straight to Zero: Why Linearly Decaying the Learning Rate to Zero Works Best for LLMs ICLR 2025 Streaming VideoLLMs for Real-Time Procedural Video Understanding ICCV 2025 Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025 Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models COLING 2025 SUA: Stealthy Multimodal Large Language Model Unlearning Attack EMNLP 2025 Submission for WMT25 Task 3 EMNLP 2025