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Adversarial Decomposition of Text Representation
v1v2 (latest)

Adversarial Decomposition of Text Representation

27 August 2018
Alexey Romanov
Anna Rumshisky
Anna Rogers
David Donahue
ArXiv (abs)PDFHTML

Papers citing "Adversarial Decomposition of Text Representation"

27 / 27 papers shown
RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging
RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging
Bowen Wang
Haiyuan Wan
Liwen Shi
Chen Yang
Peng He
...
Tiao Tan
Yongjian Li
Fangming Liu
Yifan Gong
Sheng Zhang
CLLMoMeKELM
221
2
0
23 Oct 2025
Lottery Ticket Adaptation: Mitigating Destructive Interference in LLMs
Lottery Ticket Adaptation: Mitigating Destructive Interference in LLMs
Ashwinee Panda
Berivan Isik
Xiangyu Qi
Sanmi Koyejo
Tsachy Weissman
Prateek Mittal
MoMe
444
27
0
24 Jun 2024
Scalable Language Model with Generalized Continual Learning
Scalable Language Model with Generalized Continual Learning
Bohao Peng
Zhuotao Tian
Shu Liu
Mingchang Yang
Jiaya Jia
ALMCLLKELM
182
31
0
11 Apr 2024
Analyzing Sentiment Polarity Reduction in News Presentation through
  Contextual Perturbation and Large Language Models
Analyzing Sentiment Polarity Reduction in News Presentation through Contextual Perturbation and Large Language Models
Alapan Kuila
Somnath Jena
Sudeshna Sarkar
P. Chakrabarti
AAML
150
3
0
03 Feb 2024
BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using
  Genre Classification
BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
D. Roussinov
Serge Sharoff
157
4
0
27 Nov 2023
Task-Agnostic Low-Rank Adapters for Unseen English Dialects
Task-Agnostic Low-Rank Adapters for Unseen English DialectsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zedian Xiao
William B. Held
Yanchen Liu
Diyi Yang
258
11
0
02 Nov 2023
Unsupervised Text Style Transfer with Deep Generative Models
Unsupervised Text Style Transfer with Deep Generative Models
Zhongtao Jiang
Yuanzhe Zhang
Yiming Ju
Kang Liu
272
0
0
31 Aug 2023
Advancements in Scientific Controllable Text Generation Methods
Advancements in Scientific Controllable Text Generation Methods
Arnav Goel
Medha Hira
Avinash Anand
Siddhesh Bangar
R. Shah
191
7
0
08 Jul 2023
A Call for Standardization and Validation of Text Style Transfer
  Evaluation
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
374
16
0
01 Jun 2023
Variational Autoencoder with Disentanglement Priors for Low-Resource
  Task-Specific Natural Language Generation
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zhuang Li
Zhuang Li
Xingliang Yuan
Tongtong Wu
Tianyang Zhan
Gholamreza Haffari
CoGeUDDRL
297
4
0
27 Feb 2022
From Theories on Styles to their Transfer in Text: Bridging the Gap with
  a Hierarchical Survey
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
443
11
0
29 Oct 2021
Self-conditioning pre-trained language models
Self-conditioning pre-trained language models
Xavier Suau
Luca Zappella
N. Apostoloff
248
15
0
30 Sep 2021
Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via
  Gradient-based Decoding
Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based DecodingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Zexue He
Bodhisattwa Prasad Majumder
Julian McAuley
159
32
0
24 Sep 2021
Controlling Text Edition by Changing Answers of Specific Questions
Controlling Text Edition by Changing Answers of Specific QuestionsFindings (Findings), 2021
Lei Sha
Patrick Hohenecker
Thomas Lukasiewicz
292
7
0
23 May 2021
Continual Learning for Text Classification with Information
  Disentanglement Based Regularization
Continual Learning for Text Classification with Information Disentanglement Based RegularizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Yufan Huang
Yanzhe Zhang
Jiaao Chen
Xuezhi Wang
Diyi Yang
CLL
251
128
0
12 Apr 2021
Attribute Alignment: Controlling Text Generation from Pre-trained
  Language Models
Attribute Alignment: Controlling Text Generation from Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Dian Yu
Zhou Yu
Kenji Sagae
244
42
0
20 Mar 2021
Generating Syntactically Controlled Paraphrases without Using Annotated
  Parallel Pairs
Generating Syntactically Controlled Paraphrases without Using Annotated Parallel PairsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Kuan-Hao Huang
Kai-Wei Chang
335
78
0
26 Jan 2021
Multi-type Disentanglement without Adversarial Training
Multi-type Disentanglement without Adversarial TrainingAAAI Conference on Artificial Intelligence (AAAI), 2020
Lei Sha
Thomas Lukasiewicz
DRL
306
12
0
16 Dec 2020
PowerTransformer: Unsupervised Controllable Revision for Biased Language
  Correction
PowerTransformer: Unsupervised Controllable Revision for Biased Language CorrectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Xinyao Ma
Maarten Sap
Hannah Rashkin
Yejin Choi
202
77
0
26 Oct 2020
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling
  Denotation and Connotation in Vector Spaces
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces
Albert Webson
Zhizhong Chen
Carsten Eickhoff
Ellie Pavlick
202
16
0
06 Oct 2020
Investigation of Sentiment Controllable Chatbot
Investigation of Sentiment Controllable Chatbot
Hung-yi Lee
Cheng-Hao Ho
Chien-Fu Lin
Chiung-Chih Chang
Chih-Wei Lee
Yau-Shian Wang
Tsung-Yuan Hsu
Kuan-Yu Chen
135
4
0
11 Jul 2020
Finding Experts in Transformer Models
Finding Experts in Transformer Models
Xavier Suau
Luca Zappella
N. Apostoloff
174
32
0
15 May 2020
Exploring Controllable Text Generation Techniques
Exploring Controllable Text Generation TechniquesInternational Conference on Computational Linguistics (COLING), 2020
Shrimai Prabhumoye
A. Black
Ruslan Salakhutdinov
AI4CE
400
96
0
04 May 2020
Style-transfer and Paraphrase: Looking for a Sensible Semantic
  Similarity Metric
Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity MetricAAAI Conference on Artificial Intelligence (AAAI), 2020
Ivan P. Yamshchikov
Viacheslav Shibaev
Nikolay Khlebnikov
Alexey Tikhonov
VLM
246
38
0
10 Apr 2020
SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic
  Auto-Encoders
SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders
Peter J. Liu
Yu-An Chung
Jie Jessie Ren
204
20
0
02 Oct 2019
Decomposing Textual Information For Style Transfer
Decomposing Textual Information For Style TransferConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Ivan P. Yamshchikov
Viacheslav Shibaev
Aleksander Nagaev
Jürgen Jost
Alexey Tikhonov
123
13
0
26 Sep 2019
Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites
Style Transfer for Texts: Retrain, Report Errors, Compare with RewritesConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Alexey Tikhonov
Viacheslav Shibaev
Aleksander Nagaev
Aigul Nugmanova
Ivan P. Yamshchikov
243
38
0
19 Aug 2019
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