Large Language Models

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 SpeechTokenizer: Unified Speech Tokenizer for Speech Language Models ICLR 2024 Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing? ACL 2024 Speechworthy Instruction-tuned Language Models EMNLP 2024 SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models ICML 2024 SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions EMNLP 2024 Spiral of Silence: How is Large Language Model Killing Information Retrieval?—A Case Study on Open Domain Question Answering ACL 2024 Split-and-Denoise: Protect large language model inference with local differential privacy ICML 2024 Split and Merge: Aligning Position Biases in LLM-based Evaluators EMNLP 2024 Split and Rephrase with Large Language Models ACL 2024 SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs ACL 2024 Spotting AI’s Touch: Identifying LLM-Paraphrased Spans in Text ACL 2024 Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text ICML 2024 SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models ICML 2024 SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation NeurIPS 2024 Sprout: Green Generative AI with Carbon-Efficient LLM Inference EMNLP 2024 SqueezeLLM: Dense-and-Sparse Quantization ICML 2024 SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent EMNLP 2024 SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models EMNLP 2024 Stable Language Model Pre-training by Reducing Embedding Variability EMNLP 2024 StablePrompt : Automatic Prompt Tuning using Reinforcement Learning for Large Language Model EMNLP 2024 StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation EMNLP 2024 StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models ACL 2024