Large Language Models

SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation NAACL 2024 Shears: Unstructured Sparsity with Neural Low-rank Adapter Search NAACL 2024 ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization NeurIPS 2024 Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models NeurIPS 2024 Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research ACL 2024 Should We Respect LLMs? A Cross-Lingual Study on the Influence of Prompt Politeness on LLM Performance EMNLP 2024 SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection SemEval 2024 Sign of the Times: Evaluating the use of Large Language Models for Idiomaticity Detection COLING 2024 SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore ICLR 2024 Simulated Misinformation Susceptibility (SMISTS): Enhancing Misinformation Research with Large Language Model Simulations ACL 2024 Simulating Expert Discussions with Multi-agent for Enhanced Scientific Problem Solving ACL 2024 Simulating weighted automata over sequences and trees with transformers AISTATS 2024 Simul-LLM: A Framework for Exploring High-Quality Simultaneous Translation with Large Language Models ACL 2024 Simultaneous Interpretation Corpus Construction by Large Language Models in Distant Language Pair EMNLP 2024 SINAI at BioLaySumm: Self-Play Fine-Tuning of Large Language Models for Biomedical Lay Summarisation ACL 2024 SIRIUS : Contexual Sparisty with Correction for Efficient LLMs NeurIPS 2024 SirLLM: Streaming Infinite Retentive LLM 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 SliceGPT: Compress Large Language Models by Deleting Rows and Columns ICLR 2024 Slot-VLM: Object-Event Slots for Video-Language Modeling NeurIPS 2024 SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NeurIPS 2024 Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models ACL 2024 Small Language Model Can Self-Correct AAAI 2024 Small Language Models Improve Giants by Rewriting Their Outputs EACL 2024