Text Generation

Small But Funny: A Feedback-Driven Approach to Humor Distillation ACL 2024 Small Language Models Improve Giants by Rewriting Their Outputs EACL 2024 Society of Medical Simplifiers EMNLP 2024 Solving Data-centric Tasks using Large Language Models NAACL 2024 SongCreator: Lyrics-based Universal Song Generation NeurIPS 2024 SparseFit: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations ACL 2024 Speculative Contrastive Decoding ACL 2024 Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism ACL 2024 Spivavtor: An Instruction Tuned Ukrainian Text Editing Model COLING 2024 Split and Rephrase with Large Language Models ACL 2024 Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM ICLR 2024 SPOR: A Comprehensive and Practical Evaluation Method for Compositional Generalization in Data-to-Text Generation ACL 2024 Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text ICML 2024 SpreadNaLa: A Naturalistic Code Generation Evaluation Dataset of Spreadsheet Formulas COLING 2024 SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation NeurIPS 2024 STable: Table Generation Framework for Encoder-Decoder Models EACL 2024 Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation EMNLP 2024 Step-by-Step: Controlling Arbitrary Style in Text with Large Language Models COLING 2024 Step Differences in Instructional Video CVPR 2024 Streaming Dense Video Captioning CVPR 2024 Striking Gold in Advertising: Standardization and Exploration of Ad Text Generation ACL 2024 Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data? NAACL 2024 StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024 StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements EMNLP 2024 Style-Specific Neurons for Steering LLMs in Text Style Transfer EMNLP 2024