XFORMAL: A Benchmark for Multilingual Formality Style Transfer

North American Chapter of the Association for Computational Linguistics (NAACL), 2021

8 April 2021

Eleftheria Briakou

Papers citing "XFORMAL: A Benchmark for Multilingual Formality Style Transfer"

41 / 41 papers shown

Title
Evaluating Text Style Transfer: A Nine-Language Benchmark for Text Detoxification Vitaly Protasov N. Babakov Daryna Dementieva Alexander Panchenko 97 0 0 21 Jul 2025
LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification Shuzhou Yuan Ercong Nie Lukas Kouba Ashish Yashwanth Kangen Helmut Schmid Hinrich Schütze Michael Färber 242 2 0 02 Jun 2025
Multilingual and Explainable Text Detoxification with Parallel CorporaInternational Conference on Computational Linguistics (COLING), 2024 Daryna Dementieva N. Babakov Amit Ronen Abinew Ali Ayele Naquee Rizwan ... Elisei Stakovskii Eran Kaufman Ashraf Elnagar Animesh Mukherjee Sergey Petrakov 281 15 0 16 Dec 2024
Positive Text Reframing under Multi-strategy Optimization Shutong Jia Biwei Cao Qingqing Gao Jiuxin Cao Bo Liu 287 1 0 25 Jul 2024
Multi-property Steering of Large Language Models with Dynamic Activation Composition Daniel Scalena Gabriele Sarti Malvina Nissim KELM LLMSV AI4CE 199 19 0 25 Jun 2024
NAP^2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human Shuo Huang William MacLean Xiaoxi Kang Qiongkai Xu Zhuang Li Xingliang Yuan Zhuang Li Lizhen Qu 336 3 0 06 Jun 2024
Multilingual Text Style Transfer: Datasets & Models for Indian Languages Sourabrata Mukherjee Atul Kr. Ojha Akanksha Bansal D. Alok John P. Mccrae Ondrej Dusek VLM 135 8 0 31 May 2024
FAME-MT Dataset: Formality Awareness Made Easy for Machine Translation Purposes Dawid Wi'sniewski Zofia Rostek Artur Nowakowski 239 0 0 20 May 2024
Spivavtor: An Instruction Tuned Ukrainian Text Editing Model Aman Saini Artem Chernodub Vipul Raheja Vivek Kulkarni 132 6 0 29 Apr 2024
MultiParaDetox: Extending Text Detoxification with Parallel Data to New LanguagesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Daryna Dementieva N. Babakov Alexander Panchenko 226 15 0 02 Apr 2024
mEdIT: Multilingual Text Editing via Instruction Tuning Vipul Raheja Dimitris Alikaniotis Vivek Kulkarni Bashar Alhafni Dhruv Kumar VLM 298 11 0 26 Feb 2024
GPTs Are Multilingual Annotators for Sequence Generation Tasks Juhwan Choi Eunju Lee Kyohoon Jin Youngbin Kim 129 12 0 08 Feb 2024
Can AI Be as Creative as Humans? Haonan Wang James Zou Michael C. Mozer Anirudh Goyal Alex Lamb ... Weijie J Su Zhun Deng Michael Qizhe Xie Hannah Brown Kenji Kawaguchi 327 19 0 03 Jan 2024
Learning to Generate Text in Arbitrary Writing Styles Aleem Khan Andrew Wang Sophia Hager Nicholas Andrews 324 8 0 28 Dec 2023
A Block Metropolis-Hastings Sampler for Controllable Energy-based Text Generation Jarad Forristal Niloofar Mireshghallah Greg Durrett Taylor Berg-Kirkpatrick 302 7 0 07 Dec 2023
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text DetoxificationInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Daryna Dementieva Daniil Moskovskiy David Dale Sergey Petrakov 321 24 0 23 Nov 2023
PEMA: An Offsite-Tunable Plug-in External Memory Adaptation for Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 HyunJin Kim Young Jin Kim Jinyeong Bak KELM 256 1 0 14 Nov 2023
Controllable Topic-Focused Abstractive Summarization Seyed Ali Bahrainian Martin Jaggi Carsten Eickhoff 178 1 0 12 Nov 2023
Comparing Styles across Languages: A Cross-Cultural Exploration of PolitenessConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Shreya Havaldar Matthew Pressimone Eric Wong Lyle Ungar 448 2 0 11 Oct 2023
ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style TransferAAAI Conference on Artificial Intelligence (AAAI), 2023 Zachary Horvitz Ajay Patel Chris Callison-Burch Zhou Yu Kathleen McKeown DiffM 217 18 0 29 Aug 2023
Camoscio: an Italian Instruction-tuned LLaMA Andrea Santilli Emanuele Rodolà 260 31 0 31 Jul 2023
A Call for Standardization and Validation of Text Style Transfer EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Phil Ostheimer Mayank Nagda Matthias Kirchler Sophie Fellenz 341 16 0 01 Jun 2023
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Gabriele Sarti Phu Mon Htut Xing Niu B. Hsu Anna Currey Georgiana Dinu Maria Nadejde LRM 205 14 0 26 May 2023
Revisiting non-English Text Simplification: A Unified Multilingual BenchmarkAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Michael Joseph Ryan Tarek Naous Wei Xu 199 34 0 25 May 2023
In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Asim Ersoy Gerson Vizcarra T. Mayeesha Benjamin Muller 216 4 0 23 Feb 2023
Conversation Style Transfer using Few-Shot LearningInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Shamik Roy Raphael Shu Nikolaos Pappas Elman Mansimov Yi Zhang Saab Mansour Dan Roth 199 9 0 16 Feb 2023
Learning a Formality-Aware Japanese Sentence Representation Lin Zhang Ray Lee Jerry Chen Kelly Marchisio CVBM AI4TS 125 0 0 17 Jan 2023
StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style TransferInternational Conference on Language Resources and Evaluation (LREC), 2022 Kangchen Zhu Zhiliang Tian Ruifeng Luo Xiaoguang Mao OOD 277 6 0 19 Dec 2022
TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 A. Srinivasan Eunsol Choi 162 22 0 29 Nov 2022
CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hossein Rajaby Faghihi Bashar Alhafni Kecheng Zhang Shihao Ran Joel R. Tetreault A. Jaimes 164 13 0 25 Oct 2022
Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Daniil Moskovskiy Daryna Dementieva Sergey Petrakov 172 3 0 05 Jun 2022
NEWTS: A Corpus for News Topic-Focused SummarizationFindings (Findings), 2022 Seyed Ali Bahrainian Sheridan Feucht Carsten Eickhoff 171 31 0 31 May 2022
Detecting Text Formality: A Study of Text Classification ApproachesRecent Advances in Natural Language Processing (RANLP), 2022 Daryna Dementieva Ivan Trifinov Sergey Petrakov 199 11 0 19 Apr 2022
Human Judgement as a Compass to Navigate Automatic Metrics for Formality Transfer Huiyuan Lai Jiali Mao Antonio Toral Malvina Nissim 177 14 0 15 Apr 2022
Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style TransferAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Huiyuan Lai Antonio Toral Malvina Nissim 177 13 0 16 Mar 2022
IT5: Text-to-text Pretraining for Italian Language Understanding and GenerationInternational Conference on Language Resources and Evaluation (LREC), 2022 Gabriele Sarti Malvina Nissim AILaw 242 50 0 07 Mar 2022
From Theories on Styles to their Transfer in Text: Bridging the Gap with a Hierarchical SurveyNatural Language Engineering (NLE), 2021 Enrica Troiano Aswathy Velutharambath Roman Klinger 427 10 0 29 Oct 2021
Evaluating the Evaluation Metrics for Style Transfer: A Case Study in Multilingual Formality TransferConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Eleftheria Briakou Sweta Agrawal Joel R. Tetreault Marine Carpuat 193 36 0 20 Oct 2021
Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings Kalpesh Krishna Deepak Nathani Xavier Garcia Bidisha Samanta Partha P. Talukdar 189 26 0 14 Oct 2021
Towards Universality in Multilingual Text Rewriting Xavier Garcia Noah Constant Mandy Guo Orhan Firat LRM 183 11 0 30 Jul 2021
A Review of Human Evaluation for Style TransferIEEE Games Entertainment Media Conference (IEEE GEM), 2021 Eleftheria Briakou Sweta Agrawal Ke Zhang Joel R. Tetreault Marine Carpuat 178 32 0 09 Jun 2021