large language model

SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge CVPR 2024 SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling NAACL 2024 Solving Attention Kernel Regression Problem via Pre-conditioner AISTATS 2024 Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification ICLR 2024 Solving Data-centric Tasks using Large Language Models NAACL 2024 Solving for X and Beyond: Can Large Language Models Solve Complex Math Problems with More-Than-Two Unknowns? EMNLP 2024 Solving General Natural-Language-Description Optimization Problems with Large Language Models NAACL 2024 Sonnet or Not, Bot? Poetry Evaluation for Large Models and Datasets EMNLP 2024 Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference EACL 2024 SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents ICLR 2024 SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning EMNLP 2024 SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models ACL 2024 SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model EMNLP 2024 SparseLLM: Towards Global Pruning of Pre-trained Language Models NeurIPS 2024 Sparsity-Accelerated Training for Large Language Models ACL 2024 Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention AAAI 2024 SPEADO: Segmentation and Punctuation for Ancient Chinese Texts via Example Augmentation and Decoding Optimization COLING 2024 Speaker Verification in Agent-generated Conversations ACL 2024 Speaking of Health: Leveraging Large Language Models to assess Exercise Motivation and Behavior of Rehabilitation Patients Interspeech 2024 SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding EMNLP 2024 Spectral Editing of Activations for Large Language Model Alignment NeurIPS 2024 Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism ACL 2024 Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration NeurIPS 2024 Speech-based Slot Filling using Large Language Models ACL 2024 Speech Is More than Words: Do Speech-to-Text Translation Systems Leverage Prosody? EMNLP 2024