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large language model

14,686 papers

LLM LLMS

Papers

Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs EMNLP 2025 Sparse Rewards Can Self-Train Dialogue Agents ACL 2025 Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs ACL 2025 SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model ICLR 2025 Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Mutimodal 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 SpecialtyScribe: Enhancing SOAP note Scribing for Medical Specialties using LLM’s NAACL 2025 Specification-Aware Machine Translation and Evaluation for Purpose Alignment EMNLP 2025 SPECTRA: Faster Large Language Model Inference with Optimized Internal and External Speculation ACL 2025 Spectral Scaling Laws in Language Models: emphHow Effectively Do Feed-Forward Networks Use Their Latent Space? EMNLP 2025 SPeCtrum: A Grounded Framework for Multidimensional Identity Representation in LLM-Based Agent NAACL 2025 Speculative Decoding for Multi-Sample Inference EMNLP 2025 Speculative Safety-Aware Decoding EMNLP 2025 Speculative Sampling via Exponential Races ACL 2025 Speech Annotation for A: Accuracy, Access, and Application Interspeech 2025 SpeechEE@XLLM25: Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction ACL 2025 SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025 Speech LLMs in Low-Resource Scenarios: Data Volume Requirements and the Impact of Pretraining on High-Resource Languages Interspeech 2025 Speech Recognition Meets Large Language Model: Benchmarking, Models, and Exploration AAAI 2025 SpeechWeave: Diverse Multilingual Synthetic Text & Audio Data Generation Pipeline for Training Text to Speech Models ACL 2025 Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025 SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning EMNLP 2025 sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting ACL 2025 SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking ICLR 2025