Large Language Models

SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM NeurIPS 2024 Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector EMNLP 2024 Small But Funny: A Feedback-Driven Approach to Humor Distillation ACL 2024 Small Language Model Can Self-Correct AAAI 2024 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 SnapKV: LLM Knows What You are Looking for Before Generation NeurIPS 2024 SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM EMNLP 2024 SocialBench: Sociality Evaluation of Role-Playing Conversational Agents ACL 2024 SocialGaze: Improving the Integration of Human Social Norms in Large Language Models EMNLP 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 SoFA: Shielded On-the-fly Alignment via Priority Rule Following ACL 2024 Soft Self-Consistency Improves Language Models Agents ACL 2024 Solving Attention Kernel Regression Problem via Pre-conditioner AISTATS 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 SparQ Attention: Bandwidth-Efficient LLM Inference ICML 2024 Sparse is Enough in Fine-tuning Pre-trained Large Language Models ICML 2024 Speaker Verification in Agent-generated Conversations ACL 2024 SpecExec: Massively Parallel Speculative Decoding For Interactive LLM Inference on Consumer Devices NeurIPS 2024