Large Language Models

ShareGPT4Video: Improving Video Understanding and Generation with Better Captions NeurIPS 2024 SheffieldVeraAI at SemEval-2024 Task 4: Prompting and fine-tuning a Large Vision-Language Model for Binary Classification of Persuasion Techniques in Memes SemEval 2024 SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation EMNLP 2024 ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization NeurIPS 2024 Show and Guide: Instructional-Plan Grounded Vision and Language Model EMNLP 2024 SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning ACL 2024 Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles ACL 2024 Simple linear attention language models balance the recall-throughput tradeoff ICML 2024 Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs ACL 2024 Simulated Misinformation Susceptibility (SMISTS): Enhancing Misinformation Research with Large Language Model Simulations ACL 2024 Simul-MuST-C: Simultaneous Multilingual Speech Translation Corpus Using Large Language Model EMNLP 2024 Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translation EMNLP 2024 SINAI at SemEval-2024 Task 8: Fine-tuning on Words and Perplexity as Features for Detecting Machine Written Text SemEval 2024 Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models NeurIPS 2024 SIRIUS : Contexual Sparisty with Correction for Efficient LLMs NeurIPS 2024 SirLLM: Streaming Infinite Retentive LLM ACL 2024 Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access ACL 2024 Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills ICML 2024 Skills-in-Context: Unlocking Compositionality in Large Language Models EMNLP 2024 Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs ACL 2024 Skoltech at TextGraphs-17 Shared Task: Finding GPT-4 Prompting Strategies for Multiple Choice Questions ACL 2024 SLANG: New Concept Comprehension of Large Language Models EMNLP 2024 SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks ICML 2024 SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models NeurIPS 2024 Slot-VLM: Object-Event Slots for Video-Language Modeling NeurIPS 2024