Contrastive Learning with Adversarial Perturbations for Conditional Text Generation

14 December 2020

Papers citing "Contrastive Learning with Adversarial Perturbations for Conditional Text Generation"

50 / 57 papers shown

Title
Reducing Distraction in Long-Context Language Models by Focused Learning Zijun Wu Bingyuan Liu Ran Yan L. Chen Thomas Delteil RALM 31 2 0 08 Nov 2024
Spatial-Temporal Cross-View Contrastive Pre-training for Check-in Sequence Representation Learning Letian Gong Huaiyu Wan S. Guo Xiucheng Li Yan Lin Erwen Zheng Tianyi Wang Zeyu Zhou Youfang Lin AI4TS 46 1 0 22 Jul 2024
C3L: Content Correlated Vision-Language Instruction Tuning Data Generation via Contrastive Learning Ji Ma Wei Suo Peng Wang Yanning Zhang VLM 42 0 0 21 May 2024
Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 24 2 0 10 Mar 2024
Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback Jiashuo Wang Chunpu Xu Chak Tou Leong Wenjie Li Jing Li 30 1 0 11 Jan 2024
Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA Chengen Lai Shengli Song Shiqi Meng Jingyang Li Sitong Yan Guangneng Hu 23 5 0 21 Dec 2023
On the Difficulty of Defending Contrastive Learning against Backdoor Attacks Changjiang Li Ren Pang Bochuan Cao Zhaohan Xi Jinghui Chen Shouling Ji Ting Wang AAML 36 6 0 14 Dec 2023
Are LLMs Rigorous Logical Reasoner? Empowering Natural Language Proof Generation with Contrastive Stepwise Decoding Ying Su Xiaojin Fu Mingwen Liu Zhijiang Guo LRM 33 3 0 12 Nov 2023
Multi-level Contrastive Learning for Script-based Character Understanding Dawei Li Hengyuan Zhang Yanran Li Shiping Yang 46 17 0 20 Oct 2023
Contrastive Learning for Inference in Dialogue Etsuko Ishii Yan Xu Bryan Wilie Ziwei Ji Holy Lovenia Willy Chung Pascale Fung 26 0 0 19 Oct 2023
Breaking Down the Task: A Unit-Grained Hybrid Training Framework for Vision and Language Decision Making Ruipu Luo Jiwen Zhang Zhongyu Wei VLM 16 0 0 16 Jul 2023
FILM: How can Few-Shot Image Classification Benefit from Pre-Trained Language Models? Zihao Jiang Yunkai Dang Dong Pang Huishuai Zhang Weiran Huang VLM 33 2 0 09 Jul 2023
INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation Wenhao Zhu Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen 30 11 0 10 Jun 2023
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems Ting-Wei Wu Fatemeh Sheikholeslami Mohammad Kachuee Jaeyoung Do Sungjin Lee 18 0 0 07 Jun 2023
Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses Liyan Tang Yifan Peng Yanshan Wang Ying Ding Greg Durrett Justin F. Rousseau 32 9 0 30 May 2023
Optimizing Non-Autoregressive Transformers with Contrastive Learning Chen An Jiangtao Feng Fei Huang Xipeng Qiu Lingpeng Kong 38 0 0 23 May 2023
Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation Wen Lai Alexandra Chronopoulou Alexander Fraser 32 4 0 22 May 2023
A Topic-aware Summarization Framework with Different Modal Side Information Xiuying Chen Mingzhe Li Shen Gao Xin Cheng Qiang Yang Qishen Zhang Xin Gao Xiangliang Zhang 31 13 0 19 May 2023
Iterative Adversarial Attack on Image-guided Story Ending Generation Youze Wang Wenbo Hu Richang Hong 32 3 0 16 May 2023
Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately Xin Cheng Shen Gao Yuchi Zhang Yongliang Wang Xiuying Chen Mingzhe Li Dongyan Zhao Rui Yan 26 10 0 27 Jan 2023
Semantic-aware Contrastive Learning for More Accurate Semantic Parsing Shan Wu Chunlei Xin Bo Chen Xianpei Han Le Sun 24 3 0 19 Jan 2023
EZInterviewer: To Improve Job Interview Performance with Mock Interview Generator Mingzhe Li Xiuying Chen Weiheng Liao Yang Song Tao Zhang Dongyan Zhao Rui Yan 42 8 0 03 Jan 2023
Neural Machine Translation with Contrastive Translation Memories Xin Cheng Shen Gao Lemao Liu Dongyan Zhao Rui Yan 22 15 0 06 Dec 2022
Contrastive Learning enhanced Author-Style Headline Generation Hui Liu Weidong Guo Yige Chen Xiangyang Li 15 5 0 07 Nov 2022
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective Zhe Hu Hou Pong Chan Lifu Huang 27 8 0 26 Oct 2022
Language Detoxification with Attribute-Discriminative Latent Space Jin Myung Kwak Minseon Kim Sung Ju Hwang 27 12 0 19 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 29 6 0 18 Oct 2022
HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model Pretraining Chunhui Zhang Yixiong Chen Li Liu Qiong Liu Xiaoping Zhou VLM 45 8 0 10 Oct 2022
ContraCLM: Contrastive Learning For Causal Language Model Nihal Jain Dejiao Zhang Wasi Uddin Ahmad Zijian Wang Feng Nan ... Ramesh Nallapati Baishakhi Ray Parminder Bhatia Xiaofei Ma Bing Xiang 23 16 0 03 Oct 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chen An Ming Zhong Zhiyong Wu Qinen Zhu Xuanjing Huang Xipeng Qiu 23 22 0 29 Sep 2022
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs Hoang Thang Ta Abu Bakar Siddiqur Rahman Navonil Majumder Amir Hussain Lotfollah Najjar N. Howard Soujanya Poria Alexander Gelbukh 32 11 0 27 Sep 2022
Learning to Write with Coherence From Negative Examples Seonil Son Jaeseo Lim Youwon Jang Jaeyoung Lee Byoung-Tak Zhang 21 1 0 22 Sep 2022
UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs Yunyi Yang Hong Ding Qing Liu Xiaojun Quan 39 1 0 15 Sep 2022
Multi-Modal Experience Inspired AI Creation Qian Cao Xu Chen Ruihua Song Hao Jiang Guangyan Yang Zhao Cao 24 3 0 02 Sep 2022
Multimedia Generative Script Learning for Task Planning Qingyun Wang Manling Li Hou Pong Chan Lifu Huang J. Hockenmaier Girish Chowdhary Heng Ji VGen 31 10 0 25 Aug 2022
Personalized Showcases: Generating Multi-Modal Explanations for Recommendations An Yan Zhankui He Jiacheng Li Tianyang Zhang Julian McAuley 33 35 0 30 Jun 2022
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation Li Mingzhe Xiexiong Lin Xiuying Chen Jinxiong Chang Qishen Zhang ... Taifeng Wang Zhongyi Liu Wei Chu Dongyan Zhao Rui Yan 46 11 0 26 May 2022
R2D2: Robust Data-to-Text with Replacement Detection Linyong Nan Lorenzo Jaime Yu Flores Yilun Zhao Yixin Liu Luke Benson Weijin Zou Dragomir R. Radev 37 17 0 25 May 2022
CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning Penghui Wei Xuanhua Yang Shaoguo Liu Liang Wang Bo Zheng 44 12 0 18 May 2022
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization David Wan Joey Tianyi Zhou HILM 20 68 0 16 May 2022
A Simple Contrastive Learning Objective for Alleviating Neural Text Degeneration Shaojie Jiang Ruqing Zhang Svitlana Vakulenko Maarten de Rijke 14 16 0 05 May 2022
Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning Swarnadeep Saha Prateek Yadav Joey Tianyi Zhou 11 9 0 11 Apr 2022
BRIO: Bringing Order to Abstractive Summarization Yixin Liu Pengfei Liu Dragomir R. Radev Graham Neubig 15 278 0 31 Mar 2022
Text Transformations in Contrastive Self-Supervised Learning: A Review Amrita Bhattacharjee Mansooreh Karami Huan Liu SSL 27 23 0 22 Mar 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua-Hong Wu HILM 21 27 0 10 Mar 2022
Frequency-Aware Contrastive Learning for Neural Machine Translation Tong Zhang Wei Ye Baosong Yang Long Zhang Xingzhang Ren Dayiheng Liu Jinan Sun Shikun Zhang Haibo Zhang Wen Zhao 27 30 0 29 Dec 2021
CO2Sum:Contrastive Learning for Factual-Consistent Abstractive Summarization Wei Liu Huanqin Wu Wenjing Mu Zhen Li Tao Chen Dan Nie HILM 14 17 0 02 Dec 2021
Simple Contrastive Representation Adversarial Learning for NLP Tasks Deshui Miao Jiaqi Zhang Wenbo Xie Jian Song Xin Li Lijuan Jia Ning Guo SSL 13 13 0 26 Nov 2021
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation An Yan Zexue He Xing Lu Jingfeng Du E. Chang Amilcare Gentili Julian McAuley Chun-Nan Hsu MedIm 88 64 0 25 Sep 2021
Contrastive Learning for Context-aware Neural Machine TranslationUsing Coreference Information Yong-keun Hwang Hyungu Yun Kyomin Jung 25 11 0 13 Sep 2021