Large Language Models

Small Models are Valuable Plug-ins for Large Language Models ACL 2024 Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs ACL 2024 SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models NeurIPS 2024 SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration EMNLP 2024 SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models CVPR 2024 SMART: Submodular Data Mixture Strategy for Instruction Tuning ACL 2024 SMASH at StanceEval 2024: Prompt Engineering LLMs for Arabic Stance Detection ACL 2024 SM-FEEL-BG - the First Bulgarian Datasets and Classifiers for Detecting Feelings, Emotions, and Sentiments of Bulgarian Social Media Text COLING 2024 SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models NAACL 2024 Smoothie: Label Free Language Model Routing NeurIPS 2024 SnapKV: LLM Knows What You are Looking for Before Generation NeurIPS 2024 SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization NeurIPS 2024 SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks EACL 2024 Socio-cultural adapted chatbots: Harnessing Knowledge Graphs and Large Language Models for enhanced context awarenes EACL 2024 Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation EMNLP 2024 SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models NeurIPS 2024 SocREval: Large Language Models with the Socratic Method for Reference-free Reasoning Evaluation NAACL 2024 Soda-Eval: Open-Domain Dialogue Evaluation in the age of LLMs EMNLP 2024 SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training ACL 2024 Soft Measures for Extracting Causal Collective Intelligence EMNLP 2024 Soft Prompt Recovers Compressed LLMs, Transferably ICML 2024 Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space NeurIPS 2024 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 Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification ICLR 2024