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StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples

16 October 2024

Papers citing "StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples"

25 / 25 papers shown

Title
NSF-SciFy: Mining the NSF Awards Database for Scientific Claims D. Rao Weiqiu You Eric Wong Chris Callison-Burch 87 0 0 11 Mar 2025
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis Yue Yang Mona Gandhi Yufei Wang Yifan Wu Michael S. Yao Christopher Callison-Burch James C. Gee Mark Yatskar 112 4 0 23 May 2024
Authorship Style Transfer with Policy Optimization Shuai Liu Shantanu Agarwal Jonathan May 68 6 0 12 Mar 2024
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows Ajay Patel Colin Raffel Chris Callison-Burch SyDa AI4CE 61 27 0 16 Feb 2024
Learning to Generate Text in Arbitrary Writing Styles Aleem Khan Andrew Wang Sophia Hager Nicholas Andrews 63 6 0 28 Dec 2023
ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer Zachary Horvitz Ajay Patel Chris Callison-Burch Zhou Yu Kathleen McKeown DiffM 56 14 0 29 Aug 2023
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias Yue Yu Yuchen Zhuang Jieyu Zhang Yu Meng Alexander Ratner Ranjay Krishna Jiaming Shen Chao Zhang ALM 92 229 0 28 Jun 2023
Learning Interpretable Style Embeddings via Prompting LLMs Ajay Patel D. Rao Ansh Kothary Kathleen McKeown Chris Callison-Burch 64 26 0 22 May 2023
StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer Kangchen Zhu Zhiliang Tian Ruifeng Luo Xiaoguang Mao OOD 79 3 0 19 Dec 2022
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky VLM 117 66 0 23 May 2022
Same Author or Just Same Topic? Towards Content-Independent Style Representations Anna Wegmann M. Schraagen D. Nguyen 54 50 0 11 Apr 2022
Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework Anna Wegmann D. Nguyen 78 12 0 10 Sep 2021
Datasets: A Community Library for Natural Language Processing Quentin Lhoest Albert Villanova del Moral Yacine Jernite A. Thakur Patrick von Platen ... Thibault Goehringer Victor Mustar François Lagunas Alexander M. Rush Thomas Wolf 218 613 0 07 Sep 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 477 10,367 0 17 Jun 2021
A Deep Metric Learning Approach to Account Linking Aleem Khan Elizabeth Fleming N. Schofield M. Bishop Nicholas Andrews 45 23 0 15 May 2021
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling Parker Riley Noah Constant Mandy Guo Girish Kumar David C. Uthus Zarana Parekh 70 54 0 08 Oct 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 445 20,298 0 23 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,295 0 27 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 668 24,528 0 26 Jul 2019
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation Ning Dai Jianze Liang Xipeng Qiu Xuanjing Huang DRL 71 204 0 14 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 235 1,411 0 31 May 2018
Dear Sir or Madam, May I introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer Sudha Rao Joel R. Tetreault 65 399 0 17 Mar 2018
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 386 13,145 0 12 Mar 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 362 19,723 0 09 Mar 2015