Large Language Models

SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning ACL 2025 SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models ACL 2025 Signs as Tokens: A Retrieval-Enhanced Multilingual Sign Language Generator ICCV 2025 Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation AAAI 2025 SimBA: Simplifying Benchmark Analysis Using Performance Matrices Alone EMNLP 2025 SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models EMNLP 2025 SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models EMNLP 2025 SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters ICLR 2025 Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025 Simulating Emotional Intelligence in LLMs through Behavioral Conditioning and Analogical Retrieval ACL 2025 Simulating Identity, Propagating Bias: Abstraction and Stereotypes in LLM-Generated Text EMNLP 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 SimulS2S-LLM: Unlocking Simultaneous Inference of Speech LLMs for Speech-to-Speech Translation ACL 2025 Simultaneous Translation with Offline Speech and LLM Models in CUNI Submission to IWSLT 2025 ACL 2025 SING: Spatial Context in Large Language Model for Next-Gen Wearables ICML 2025 SKE-Layout: Spatial Knowledge Enhanced Layout Generation with LLMs CVPR 2025 SketchAgent: Language-Driven Sequential Sketch Generation CVPR 2025 Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching EMNLP 2025 SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval COLING 2025 Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptation ICML 2025 SkillAggregation: Reference-free LLM-Dependent Aggregation ACL 2025 SKIM: Any-bit Quantization Pushing The Limits of Post-Training Quantization ICML 2025 SkipGPT: Each Token is One of a Kind ICML 2025 Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster EMNLP 2025