v1v2 (latest)

Learning Interpretable Style Embeddings via Prompting LLMs

22 May 2023

Ajay Patel

Kathleen McKeown

Papers citing "Learning Interpretable Style Embeddings via Prompting LLMs"

28 / 28 papers shown

Title
What's in a prompt? Language models encode literary style in prompt embeddings Raphaël Sarfati Haley Moller Toni J. B. Liu Nicolas Boullé Christopher Earls 66 0 0 19 May 2025
StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples Ajay Patel Jiacheng Zhu Justin Qiu Zachary Horvitz Marianna Apidianaki Kathleen McKeown Chris Callison-Burch 151 4 0 16 Oct 2024
CAVE: Controllable Authorship Verification Explanations Sahana Ramnath Kartik Pandey Elizabeth Boschee Xiang Ren 137 2 0 24 Jun 2024
Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor Or Honovich Thomas Scialom Omer Levy Timo Schick ALM 135 374 0 19 Dec 2022
Large Language Models Can Self-Improve Jiaxin Huang S. Gu Le Hou Yuexin Wu Xuezhi Wang Hongkun Yu Jiawei Han ReLM AI4MH LRM 209 616 0 20 Oct 2022
APPDIA: A Discourse-aware Transformer-based Style Transfer Model for Offensive Social Media Conversations Katherine Atwell Sabit Hassan Malihe Alikhani 89 31 0 17 Sep 2022
Same Author or Just Same Topic? Towards Content-Independent Style Representations Anna Wegmann M. Schraagen D. Nguyen 70 50 0 11 Apr 2022
Unsupervised Neural Machine Translation with Generative Language Models Only Jesse Michael Han Igor Babuschkin Harrison Edwards Arvind Neelakantan Tao Xu ... Alex Ray Pranav Shyam Aditya A. Ramesh Alec Radford Ilya Sutskever 108 37 0 11 Oct 2021
Idiosyncratic but not Arbitrary: Learning Idiolects in Online Registers Reveals Distinctive yet Consistent Individual Styles Jian Zhu David Jurgens 65 22 0 07 Sep 2021
Concept Bottleneck Models Pang Wei Koh Thao Nguyen Y. S. Tang Stephen Mussmann Emma Pierson Been Kim Percy Liang 120 835 0 09 Jul 2020
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations Fernando Alva-Manchego Louis Martin Antoine Bordes Carolina Scarton Benoît Sagot Lucia Specia 66 144 0 01 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 184 4,587 0 23 Apr 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 656 4,925 0 23 Jan 2020
BLiMP: The Benchmark of Linguistic Minimal Pairs for English Alex Warstadt Alicia Parrish Haokun Liu Anhad Mohananey Wei Peng Sheng-Fu Wang Samuel R. Bowman 109 495 0 02 Dec 2019
Automatically Neutralizing Subjective Bias in Text Reid Pryzant Richard Diehl Martinez Nathan Dass Sadao Kurohashi Dan Jurafsky Diyi Yang 91 179 0 21 Nov 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 281 7,564 0 02 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,332 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 703 24,572 0 26 Jul 2019
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation Ning Dai Jianze Liang Xipeng Qiu Xuanjing Huang DRL 117 204 0 14 May 2019
Hate Speech Dataset from a White Supremacy Forum Ona de Gibert Naiara Pérez Aitor García-Pablos Montse Cuadros 81 425 0 12 Sep 2018
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 255 1,413 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 77 399 0 17 Mar 2018
Style Transfer in Text: Exploration and Evaluation Zhenxin Fu Xiaoye Tan Nanyun Peng Dongyan Zhao Rui Yan 94 507 0 18 Nov 2017
Style Transfer from Non-Parallel Text by Cross-Alignment T. Shen Tao Lei Regina Barzilay Tommi Jaakkola 131 776 0 26 May 2017
Personalized Machine Translation: Preserving Original Author Traits Ella Rabinovich Shachar Mirkin Raj Nath Patel Lucia Specia S. Wintner 68 116 0 18 Oct 2016
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 393 13,178 0 12 Mar 2015
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 117 1,304 0 15 Aug 2014
Do Deep Nets Really Need to be Deep? Lei Jimmy Ba R. Caruana 188 2,120 0 21 Dec 2013