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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
DoubleGen: Debiased Generative Modeling of Counterfactuals Alex Luedtke Kenji Fukumizu 97 1 0 20 Sep 2025
The Homogenizing Effect of Large Language Models on Human Expression and Thought Zhivar Sourati Alireza S. Ziabari Morteza Dehghani 135 2 0 02 Aug 2025
Exploring the Impact of Temperature on Large Language Models:Hot or Cold?Procedia Computer Science (PCS), 2025 Lujun Li Lama Sleem Niccolo Gentile Geoffrey Nichil Radu State 137 14 0 08 Jun 2025
You Cannot Feed Two Birds with One Score: the Accuracy-Naturalness Tradeoff in Translation Gergely Flamich David Vilar Jan-Thorsten Peter Markus Freitag 218 4 0 31 Mar 2025
Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models Tom Kempton Stuart Burrell 179 2 0 27 Mar 2025
Measuring Diversity in Synthetic Datasets Yuchang Zhu Huizhe Zhang Bingzhe Wu Jintang Li Zibin Zheng Peilin Zhao Liang Chen Yatao Bian 421 3 0 12 Feb 2025
Turbulence: Systematically and Automatically Testing Instruction-Tuned Large Language Models for CodeInternational Conference on Information Control Systems & Technologies (ICICST), 2023 Shahin Honarvar Mark van der Wilk Alastair Donaldson 435 12 0 28 Jan 2025
Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning Hao Sun M. Schaar 364 23 0 28 Jan 2025
Creative Beam Search: LLM-as-a-Judge For Improving Response Generation Giorgio Franceschelli Mirco Musolesi 259 11 0 30 Apr 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Kushagra Pandey Robert Bamler Sina Daubener ... Yixin Wang F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin 720 40 0 28 Feb 2024
Implicit Chain of Thought Reasoning via Knowledge Distillation Yuntian Deng Kiran Prasad Roland Fernandez P. Smolensky Vishrav Chaudhary Stuart M. Shieber ReLM LRM 198 70 0 02 Nov 2023
Time-series Generation by Contrastive ImitationNeural Information Processing Systems (NeurIPS), 2023 Daniel Jarrett Ioana Bica M. Schaar AI4TS 215 28 0 02 Nov 2023
Language Model Decoding as Direct Metrics OptimizationInternational Conference on Learning Representations (ICLR), 2023 Haozhe Ji Pei Ke Hongning Wang Shiyu Huang 298 8 0 02 Oct 2023
Beyond Traditional Teaching: The Potential of Large Language Models and Chatbots in Graduate Engineering Education M. Abedi Ibrahem Alshybani M. Shahadat M. Murillo 271 19 0 09 Sep 2023
AI-Generated Content (AIGC) for Various Data Modalities: A SurveyACM Computing Surveys (ACM Comput. Surv.), 2023 Lin Geng Foo Hossein Rahmani Jing Liu 688 43 0 27 Aug 2023
Unsupervised Text Embedding Space Generation Using Generative Adversarial Networks for Text Synthesis Jun-Min Lee Tae-Bin Ha GAN 163 0 0 19 Jun 2023
MiniLLM: Knowledge Distillation of Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Yuxian Gu Li Dong Furu Wei Shiyu Huang ALM 539 93 0 14 Jun 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 301 48 0 17 May 2023
Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3DInternational Conference on Machine Learning (ICML), 2023 Yiran Zhou Yuxuan Song Minkai Xu Jingjing Gong B. Gao Hao Zhou Weiying Ma Yanyan Lan DiffM 243 26 0 05 May 2023
Stochastic Parrots Looking for Stochastic Parrots: LLMs are Easy to Fine-Tune and Hard to Detect with other LLMs Da Silva Gameiro Henrique Andrei Kucharavy R. Guerraoui DeLMO 182 9 0 18 Apr 2023
Enhancing Text Generation with Cooperative TrainingEuropean Conference on Artificial Intelligence (ECAI), 2023 Tong Wu Hao Wang Zhongshen Zeng Wei Wang Haimin Zheng Jiaxing Zhang SyDa 244 1 0 16 Mar 2023
Stealing the Decoding Algorithms of Language ModelsConference on Computer and Communications Security (CCS), 2023 A. Naseh Kalpesh Krishna Mohit Iyyer Amir Houmansadr MLAU 238 28 0 08 Mar 2023
Diffusing Gaussian Mixtures for Generating Categorical DataAAAI Conference on Artificial Intelligence (AAAI), 2023 Florence Regol Mark Coates DiffM 158 6 0 08 Mar 2023
Tailoring Language Generation Models under Total Variation DistanceInternational Conference on Learning Representations (ICLR), 2023 Haozhe Ji Pei Ke Zhipeng Hu Rongsheng Zhang Shiyu Huang 198 26 0 26 Feb 2023
Learning to Scale Temperature in Masked Self-Attention for Image Inpainting Xiang Zhou Yuan Zeng Yi Gong 145 3 0 13 Feb 2023
The Next Chapter: A Study of Large Language Models in StorytellingInternational Conference on Natural Language Generation (INLG), 2023 Zhuohan Xie Trevor Cohn Jey Han Lau 302 64 0 24 Jan 2023
MAUVE Scores for Generative Models: Theory and PracticeJournal of machine learning research (JMLR), 2022 Krishna Pillutla Lang Liu John Thickstun Sean Welleck Swabha Swayamdipta Rowan Zellers Sewoong Oh Yejin Choi Zaïd Harchaoui EGVM 248 29 0 30 Dec 2022
Do DALL-E and Flamingo Understand Each Other?IEEE International Conference on Computer Vision (ICCV), 2022 Hang Li Jindong Gu Rajat Koner Sahand Sharifzadeh Volker Tresp MLLM 202 14 0 23 Dec 2022
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey Yuxin Wang Jieru Lin Zhiwei Yu Wei Hu Börje F. Karlsson 278 29 0 09 Dec 2022
DiffusionBERT: Improving Generative Masked Language Models with Diffusion ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zhengfu He Tianxiang Sun Kuan-Chieh Wang Xuanjing Huang Xipeng Qiu DiffM VLM 199 199 0 28 Nov 2022
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk DecodingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky 158 52 0 14 Nov 2022
A deep learning framework to generate realistic population and mobility data Eren Arkangil Mehmet Yildirimoglu Jiwon Kim Carlo G. Prato AI4TS 134 3 0 14 Nov 2022
Self-conditioned Embedding Diffusion for Text Generation Robin Strudel Corentin Tallec Florent Altché Yilun Du Yaroslav Ganin ... Will Grathwohl Nikolay Savinov Sander Dieleman Laurent Sifre Rémi Leblond DiffM 203 103 0 08 Nov 2022
Evaluation of Categorical Generative Models -- Bridging the Gap Between Real and Synthetic DataIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Florence Regol Anja Kroon Mark Coates ELM EGVM 145 1 0 28 Oct 2022
SentBS: Sentence-level Beam Search for Controllable SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Chenhui Shen Liying Cheng Lidong Bing Yang You Luo Si 216 12 0 26 Oct 2022
Fine-tune your Classifier: Finding Correlations With TemperatureInternational Conference on Information Photonics (ICIP), 2022 Benjamin Chamand Olivier Risser-Maroix Camille Kurtz P. Joly Nicolas Loménie 231 2 0 18 Oct 2022
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero TrainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 A. M. H. Tiong Junnan Li Boyang Albert Li Silvio Savarese Guosheng Lin MLLM 241 126 0 17 Oct 2022
A Survey of Parameters Associated with the Quality of Benchmarks in NLP Swaroop Mishra Anjana Arunkumar Chris Bryan Chitta Baral 179 1 0 14 Oct 2022
An Analysis of the Effects of Decoding Algorithms on Fairness in Open-Ended Language GenerationSpoken Language Technology Workshop (SLT), 2022 Jwala Dhamala Varun Kumar Rahul Gupta Kai-Wei Chang Aram Galstyan 154 8 0 07 Oct 2022
Reinforcement Learning with Large Action Spaces for Neural Machine TranslationInternational Conference on Computational Linguistics (COLING), 2022 Asaf Yehudai Leshem Choshen Lior Fox Omri Abend 191 7 0 06 Oct 2022
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic ForgettingNeural Information Processing Systems (NeurIPS), 2022 Tomasz Korbak Hady ElSahar Germán Kruszewski Marc Dymetman CLL 284 71 0 01 Jun 2022
Why GANs are overkill for NLP David Alvarez-Melis Vikas Garg Adam Tauman Kalai 163 2 0 19 May 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-trainingNeural Information Processing Systems (NeurIPS), 2022 Xinyu Pi Wanjun Zhong Yan Gao Nan Duan Jian-Guang Lou NAI GAN LRM AI4CE 212 18 0 18 May 2022
Dependency-based Mixture Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zhixian Yang Xiaojun Wan 199 2 0 19 Mar 2022
Probing BERT's priors with serial reproduction chainsFindings (Findings), 2022 Takateru Yamakoshi Thomas Griffiths Robert D. Hawkins 193 13 0 24 Feb 2022
Generative Cooperative Networks for Natural Language GenerationInternational Conference on Machine Learning (ICML), 2022 Sylvain Lamprier Thomas Scialom Antoine Chaffin Vincent Claveau Ewa Kijak Jacopo Staiano Benjamin Piwowarski GAN 178 13 0 28 Jan 2022
Step-unrolled Denoising Autoencoders for Text Generation Nikolay Savinov Junyoung Chung Mikolaj Binkowski Erich Elsen Aaron van den Oord DiffM 263 127 0 13 Dec 2021
Exploring Story Generation with Multi-task Objectives in Variational AutoencodersAustralasian Language Technology Association Workshop (ALTA), 2021 Zhuohan Xie Trevor Cohn Jey Han Lau DRL 108 7 0 15 Nov 2021
Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation Florian Mai James Henderson 119 3 0 13 Oct 2021
PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding Antoine Chaffin Vincent Claveau Ewa Kijak 162 45 0 28 Sep 2021