Same Author or Just Same Topic? Towards Content-Independent Style Representations

11 April 2022

Papers citing "Same Author or Just Same Topic? Towards Content-Independent Style Representations"

36 / 36 papers shown

Title
Quantifying Misattribution Unfairness in Authorship Attribution Pegah Alipoormolabashi Ajay Patel Niranjan Balasubramanian 23 0 0 02 Jun 2025
We Need to Measure Data Diversity in NLP -- Better and Broader Dong Nguyen Esther Ploeger 43 0 0 26 May 2025
Steering Large Language Models with Register Analysis for Arbitrary Style Transfer Xinchen Yang Marine Carpuat LLMSV 567 0 0 01 May 2025
Modifying Large Language Model Post-Training for Diverse Creative Writing John Joon Young Chung Vishakh Padmakumar Melissa Roemmele Yuqian Sun Max Kreminski MoMe 79 2 0 21 Mar 2025
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles Kuang Wang Xianrui Li Steve Yang Li Zhou Feng Jiang Haoyang Li 99 0 0 26 Feb 2025
Neurobiber: Fast and Interpretable Stylistic Feature Extraction Kenan Alkiek Anna Wegmann Jian Zhu David Jurgens 172 0 0 25 Feb 2025
Tokenization is Sensitive to Language Variation Anna Wegmann Dong Nguyen David Jurgens 157 2 0 21 Feb 2025
MATCHED: Multimodal Authorship-Attribution To Combat Human Trafficking in Escort-Advertisement Data V. Saxena Benjamin Bashpole Gijs van Dijck Gerasimos Spanakis 94 0 0 18 Dec 2024
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 165 4 0 16 Oct 2024
Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution Milad Alshomary Narutatsu Ri Marianna Apidianaki Ajay Patel Smaranda Muresan Kathleen McKeown 75 1 0 11 Sep 2024
Customizing Large Language Model Generation Style using Parameter-Efficient Finetuning Xinyue Liu Harshita Diddee Daphne Ippolito ALM 56 3 0 06 Sep 2024
StyEmp: Stylizing Empathetic Response Generation via Multi-Grained Prefix Encoder and Personality Reinforcement Yahui Fu Chenhui Chu Tatsuya Kawahara 77 2 0 05 Aug 2024
Addressing Topic Leakage in Cross-Topic Evaluation for Authorship Verification Jitkapat Sawatphol Can Udomcharoenchaikit Sarana Nutanong 50 0 0 27 Jul 2024
CAVE: Controllable Authorship Verification Explanations Sahana Ramnath Kartik Pandey Elizabeth Boschee Xiang Ren 165 2 0 24 Jun 2024
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings Zachary Horvitz Ajay Patel Kanishk Singh Chris Callison-Burch Kathleen McKeown Zhou Yu 87 5 0 21 Jun 2024
Improving Quotation Attribution with Fictional Character Embeddings Gaspard Michel Elena V. Epure Romain Hennequin Christophe Cerisara 65 0 0 17 Jun 2024
Speaker Verification in Agent-Generated Conversations Yizhe Yang Palakorn Achananuparp Heyan Huang Jing Jiang Ee-Peng Lim 88 2 0 16 May 2024
WordDecipher: Enhancing Digital Workspace Communication with Explainable AI for Non-native English Speakers Yuexi Chen Zhicheng Liu 67 3 0 10 Apr 2024
Can Large Language Models Identify Authorship? Baixiang Huang Canyu Chen Kai Shu DeLMO 75 18 0 13 Mar 2024
CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following Kaiyan Zhang Jianyu Wang Ermo Hua Biqing Qi Ning Ding Bowen Zhou SyDa 121 22 0 05 Mar 2024
Distinguishing Fictional Voices: a Study of Authorship Verification Models for Quotation Attribution Gaspard Michel Elena V. Epure Romain Hennequin Christophe Cerisara 55 1 0 30 Jan 2024
Few-Shot Detection of Machine-Generated Text using Style Representations Rafael Rivera Soto Kailin Koch Aleem Khan Barry Chen M. Bishop Nicholas Andrews DeLMO 73 25 0 12 Jan 2024
Learning to Generate Text in Arbitrary Writing Styles Aleem Khan Andrew Wang Sophia Hager Nicholas Andrews 98 6 0 28 Dec 2023
A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts Nafis Irtiza Tripto Saranya Venkatraman Dominik Macko Robert Moro Ivan Srba Adaku Uchendu Thai V. Le Dongwon Lee DeLMO 102 21 0 14 Nov 2023
Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts? Cristina Aggazzotti Nicholas Andrews Elizabeth Allyn Smith 98 2 0 13 Nov 2023
Understanding writing style in social media with a supervised contrastively pre-trained transformer Javier Huertas-Tato Alejandro Martín David Camacho 128 6 0 17 Oct 2023
IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort Advertisements V. Saxena Benjamin Bashpole Gijs Van Dijck Gerasimos Spanakis 104 2 0 09 Oct 2023
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer Arkadiy Saakyan Smaranda Muresan 91 4 0 15 Sep 2023
ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer Zachary Horvitz Ajay Patel Chris Callison-Burch Zhou Yu Kathleen McKeown DiffM 102 14 0 29 Aug 2023
Can Authorship Representation Learning Capture Stylistic Features? Andrew Wang Cristina Aggazzotti R. Kotula Rafael Rivera Soto M. Bishop Nicholas Andrews AI4TS 74 14 0 22 Aug 2023
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation Shuai Liu Hyundong Justin Cho Marjorie Freedman Xuezhe Ma Jonathan May 62 26 0 12 Jun 2023
Learning Interpretable Style Embeddings via Prompting LLMs Ajay Patel D. Rao Ansh Kothary Kathleen McKeown Chris Callison-Burch 93 26 0 22 May 2023
VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets V. Saxena Nils Rethmeier Gijs Van Dijck Gerasimos Spanakis 40 6 0 04 May 2023
Low-Resource Authorship Style Transfer: Can Non-Famous Authors Be Imitated? Ajay Patel Nicholas Andrews Chris Callison-Burch 75 7 0 18 Dec 2022
PART: Pre-trained Authorship Representation Transformer Javier Huertas-Tato Álvaro Huertas-García Alejandro Martín 137 9 0 30 Sep 2022
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web Andrei Manolache Florin Brad Antonio Bărbălău Radu Tudor Ionescu Marius Popescu 131 19 0 07 Jul 2022