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Language GANs Falling Short

International Conference on Learning Representations (ICLR), 2018

6 November 2018

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Papers citing "Language GANs Falling Short"

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Title
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Li Zhou Kevin Small Yong Zhang Sandeep Atluri 152 2 0 10 Sep 2021
OptAGAN: Entropy-based finetuning on text VAE-GANNatural Language Processing (NLP), 2021 Paolo Tirotta Stefano Lodi DRL 102 0 0 01 Sep 2021
Regularizing Transformers With Deep Probabilistic LayersNeural Networks (NN), 2021 Aurora Cobo Aguilera Pablo M. Olmos Antonio Artés-Rodríguez Fernando Pérez-Cruz 157 12 0 23 Aug 2021
Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine Text Yao Dou Maxwell Forbes Rik Koncel-Kedziorski Noah A. Smith Yejin Choi DeLMO 249 149 0 02 Jul 2021
Topic-to-Essay Generation with Comprehensive Knowledge Enhancement Zhiyue Liu Jiahai Wang Zhenghong Li 142 6 0 29 Jun 2021
What Context Features Can Transformer Language Models Use? J. O'Connor Jacob Andreas KELM 156 82 0 15 Jun 2021
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANsNeural Information Processing Systems (NeurIPS), 2021 Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 123 23 0 11 Jun 2021
DirectQE: Direct Pretraining for Machine Translation Quality EstimationAAAI Conference on Artificial Intelligence (AAAI), 2021 Qu Cui Shujian Huang Jiahuan Li Xiang Geng Zaixiang Zheng Guoping Huang Jiajun Chen 101 24 0 15 May 2021
Diversifying Neural Text Generation with Part-of-Speech Guided Softmax and SamplingInternational Conference on Computational Linguistics (COLING), 2021 Zhixian Yang Peng Xu Xiaojun Wan 258 4 0 08 May 2021
Toward Improving Coherence and Diversity of Slogan Generation Yiping Jin Akshay Bhatia Dittaya Wanvarie Phu T. V. Le 121 5 0 11 Feb 2021
MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence FrontiersNeural Information Processing Systems (NeurIPS), 2021 Krishna Pillutla Swabha Swayamdipta Rowan Zellers John Thickstun Sean Welleck Yejin Choi Zaïd Harchaoui 365 443 0 02 Feb 2021
MultiTalk: A Highly-Branching Dialog Testbed for Diverse ConversationsAAAI Conference on Artificial Intelligence (AAAI), 2021 Yao Dou Maxwell Forbes Ari Holtzman Yejin Choi 129 8 0 02 Feb 2021
Adversarial Machine Learning in Text Analysis and Generation I. Alsmadi AAML 190 5 0 14 Jan 2021
SDA: Improving Text Generation with Self Data Augmentation Ping Yu Ruiyi Zhang Yang Zhao Yizhe Zhang Chunyuan Li Changyou Chen 118 2 0 02 Jan 2021
A Theoretical Analysis of the Repetition Problem in Text GenerationAAAI Conference on Artificial Intelligence (AAAI), 2020 Z. Fu Wai Lam Anthony Man-Cho So Bei Shi 497 103 0 29 Dec 2020
Contextual Temperature for Language Modeling Pei-Hsin Wang Sheng-Iou Hsieh Shih-Chieh Chang Yu-Ting Chen Jia-Yu Pan Wei Wei Da-Chang Juan 145 33 0 25 Dec 2020
A Distributional Approach to Controlled Text GenerationInternational Conference on Learning Representations (ICLR), 2020 Muhammad Khalifa Hady ElSahar Marc Dymetman 435 129 0 21 Dec 2020
Contrastive Learning with Adversarial Perturbations for Conditional Text GenerationInternational Conference on Learning Representations (ICLR), 2020 Seanie Lee Dong Bok Lee Sung Ju Hwang 446 117 0 14 Dec 2020
TaylorGAN: Neighbor-Augmented Policy Update for Sample-Efficient Natural Language GenerationNeural Information Processing Systems (NeurIPS), 2020 Chun-Hsing Lin Siang-Ruei Wu Hung-yi Lee Yun-Nung Chen LLMAG 127 3 0 27 Nov 2020
Semi-supervised Learning by Latent Space Energy-Based Model of Symbol-Vector Coupling Bo Pang Erik Nijkamp Jiali Cui Tian Han Ying Nian Wu SSL 134 4 0 19 Oct 2020
Infusing Sequential Information into Conditional Masked Translation Model with Self-Review MechanismInternational Conference on Computational Linguistics (COLING), 2020 Pan Xie Zhi Cui Preslav Nakov Xiaohui Hu Jianwei Cui Bin Wang 338 9 0 19 Oct 2020
Decoding Methods for Neural Narrative Generation Alexandra DeLucia Aaron Mueller Xiang Lisa Li João Sedoc 141 27 0 14 Oct 2020
Improving Text Generation with Student-Forcing Optimal Transport Guoyin Wang Chunyuan Li Jianqiao Li Hao Fu Yuh-Chen Lin ... Ruiyi Zhang Wenlin Wang Dinghan Shen Qian Yang Lawrence Carin OT 202 18 0 12 Oct 2020
Group-wise Contrastive Learning for Neural Dialogue GenerationFindings (Findings), 2020 Hengyi Cai Hongshen Chen Yonghao Song Zhuoye Ding Yongjun Bao Weipeng P. Yan Xiaofang Zhao 184 35 0 16 Sep 2020
A Systematic Characterization of Sampling Algorithms for Open-ended Language Generation Moin Nadeem Tianxing He Dong Wang James R. Glass 115 35 0 15 Sep 2020
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data HidingIEEE Symposium on Security and Privacy (IEEE S&P), 2020 Sahar Abdelnabi Mario Fritz WaLM 296 184 0 07 Sep 2020
Synthesising Realistic Calcium Traces of Neuronal Populations Using GAN Bryan M. Li Theoklitos Amvrosiadis Nathalie L Rochefort A. Onken GAN SyDa 80 0 0 06 Sep 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 321 29 0 31 Jul 2020
Improving Maximum Likelihood Training for Text Generation with Density Ratio EstimationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 Yuxuan Song Ning Miao Hao Zhou Lantao Yu Mingxuan Wang Lei Li 145 7 0 12 Jul 2020
On the Relation between Quality-Diversity Evaluation and Distribution-Fitting Goal in Text Generation Jianing Li Yanyan Lan Jiafeng Guo Xueqi Cheng 143 6 0 03 Jul 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 320 419 0 26 Jun 2020
Improving GAN Training with Probability Ratio Clipping and Sample ReweightingNeural Information Processing Systems (NeurIPS), 2020 Yue Wu Pan Zhou A. Wilson Eric Xing Zhiting Hu GAN 300 36 0 12 Jun 2020
ColdGANs: Taming Language GANs with Cautious Sampling Strategies Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano GAN SyDa 178 18 0 08 Jun 2020
MLE-guided parameter search for task loss minimization in neural sequence modeling Sean Welleck Dong Wang 180 9 0 04 Jun 2020
Token Manipulation Generative Adversarial Network for Text Generation DaeJin Jo GAN 108 1 0 06 May 2020
Distributional Discrepancy: A Metric for Unconditional Text GenerationKnowledge-Based Systems (KBS), 2020 Ping Cai Xingyuan Chen Peng Jin Hongjun Wang Tianrui Li 118 7 0 04 May 2020
Improving Adversarial Text Generation by Modeling the Distant FutureAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Ruiyi Zhang Changyou Chen Zhe Gan Wenlin Wang Dinghan Shen Guoyin Wang Zheng Wen Lawrence Carin 186 13 0 04 May 2020
DQI: Measuring Data Quality in NLP Swaroop Mishra Anjana Arunkumar Bhavdeep Singh Sachdeva Chris Bryan Chitta Baral 254 36 0 02 May 2020
Improved Natural Language Generation via Loss TruncationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Daniel Kang Tatsunori Hashimoto 252 102 0 30 Apr 2020
TextGAIL: Generative Adversarial Imitation Learning for Text GenerationAAAI Conference on Artificial Intelligence (AAAI), 2020 Qingyang Wu Lei Li Zhou Yu GAN 214 52 0 07 Apr 2020
Evaluating the Evaluation of Diversity in Natural Language GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 Guy Tevet Jonathan Berant 368 99 0 06 Apr 2020
Sparse Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Pedro Henrique Martins Zita Marinho André F. T. Martins MoE 273 41 0 06 Apr 2020
Syntax-driven Iterative Expansion Language Models for Controllable Text Generation Noe Casas José A. R. Fonollosa Marta R. Costa-jussá 218 11 0 05 Apr 2020
Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text GenerationAAAI Conference on Artificial Intelligence (AAAI), 2020 Haiyan Yin Dingcheng Li Xu Li P. Li 152 23 0 12 Mar 2020
BERT as a Teacher: Contextual Embeddings for Sequence-Level Reward Florian Schmidt Thomas Hofmann 184 8 0 05 Mar 2020
Discriminative Adversarial Search for Abstractive SummarizationInternational Conference on Machine Learning (ICML), 2020 Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 263 37 0 24 Feb 2020
Nested-Wasserstein Self-Imitation Learning for Sequence GenerationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 Ruiyi Zhang Changyou Chen Zhe Gan Zheng Wen Wenlin Wang Lawrence Carin 184 7 0 20 Jan 2020
Adaptive Correlated Monte Carlo for Contextual Categorical Sequence GenerationInternational Conference on Learning Representations (ICLR), 2019 Xinjie Fan Yizhe Zhang Zhendong Wang Mingyuan Zhou BDL 127 4 0 31 Dec 2019
Neural Machine Translation: A Review and SurveyJournal of Artificial Intelligence Research (JAIR), 2019 Felix Stahlberg 3DV AI4TS MedIm 351 379 0 04 Dec 2019
A Multi-language Platform for Generating Algebraic Mathematical Word ProblemsInternational Conference on Industrial and Information Systems (ICIIS), 2019 Vijini Liyanage Surangika Ranathunga 178 8 0 19 Nov 2019