Language GANs Falling Short

6 November 2018

Papers citing "Language GANs Falling Short"

45 / 45 papers shown

Title
TempTest: Local Normalization Distortion and the Detection of Machine-generated Text Tom Kempton Stuart Burrell Connor Cheverall DeLMO 111 0 0 26 Mar 2025
Measuring Diversity in Synthetic Datasets Yuchang Zhu Huizhe Zhang Bingzhe Wu Jintang Li Zibin Zheng Peilin Zhao Liang Chen Yatao Bian 100 0 0 12 Feb 2025
Turbulence: Systematically and Automatically Testing Instruction-Tuned Large Language Models for Code Shahin Honarvar Mark van der Wilk Alastair Donaldson 80 6 0 28 Jan 2025
Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning Hao Sun M. Schaar 94 14 0 28 Jan 2025
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Temperature-scaling surprisal estimates improve fit to human reading times -- but does it do so for the "right reasons"? Tong Liu Iza vSkrjanec Vera Demberg 40 5 0 15 Nov 2023
Toward Joint Language Modeling for Speech Units and Text Ju-Chieh Chou Chung-Ming Chien Wei-Ning Hsu Karen Livescu Arun Babu Alexis Conneau Alexei Baevski Michael Auli VLM 26 20 0 12 Oct 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Xiaozhong Liu 78 31 0 27 Aug 2023
MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies Shiyue Zhang Shijie Wu Ozan Irsoy Steven Lu Joey Tianyi Zhou Mark Dredze David S. Rosenberg 23 9 0 26 May 2023
Tailoring Language Generation Models under Total Variation Distance Haozhe Ji Pei Ke Zhipeng Hu Rongsheng Zhang Minlie Huang 28 18 0 26 Feb 2023
Learning to Scale Temperature in Masked Self-Attention for Image Inpainting Xiang Zhou Yuan Zeng Yi Gong 40 2 0 13 Feb 2023
MAUVE Scores for Generative Models: Theory and Practice Krishna Pillutla Lang Liu John Thickstun Sean Welleck Swabha Swayamdipta Rowan Zellers Sewoong Oh Yejin Choi Zaïd Harchaoui EGVM 35 21 0 30 Dec 2022
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey Yuxin Wang Jieru Lin Zhiwei Yu Wei Hu Börje F. Karlsson 20 17 0 09 Dec 2022
DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models Zhengfu He Tianxiang Sun Kuan-Chieh Jackson Wang Xuanjing Huang Xipeng Qiu DiffM VLM 22 113 0 28 Nov 2022
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky 22 43 0 14 Nov 2022
Evaluation of Categorical Generative Models -- Bridging the Gap Between Real and Synthetic Data Florence Regol Anja Kroon Mark J. Coates ELM EGVM 20 1 0 28 Oct 2022
SentBS: Sentence-level Beam Search for Controllable Summarization Chenhui Shen Liying Cheng Lidong Bing Yang You Luo Si 37 11 0 26 Oct 2022
Fine-tune your Classifier: Finding Correlations With Temperature Benjamin Chamand Olivier Risser-Maroix Camille Kurtz P. Joly Nicolas Loménie 30 2 0 18 Oct 2022
InitialGAN: A Language GAN with Completely Random Initialization Da Ren Qing Li GAN 27 2 0 04 Aug 2022
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting Tomasz Korbak Hady ElSahar Germán Kruszewski Marc Dymetman CLL 19 50 0 01 Jun 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training Xinyu Pi Wanjun Zhong Yan Gao Nan Duan Jian-Guang Lou NAI GAN LRM AI4CE 35 16 0 18 May 2022
Dependency-based Mixture Language Models Zhixian Yang Xiaojun Wan 46 2 0 19 Mar 2022
Probing BERT's priors with serial reproduction chains Takateru Yamakoshi Thomas L. Griffiths Robert D. Hawkins 24 12 0 24 Feb 2022
PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding Antoine Chaffin Vincent Claveau Ewa Kijak 23 36 0 28 Sep 2021
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning Li Zhou Kevin Small Yong Zhang Sandeep Atluri 32 2 0 10 Sep 2021
Regularizing Transformers With Deep Probabilistic Layers Aurora Cobo Aguilera Pablo Martínez Olmos Antonio Artés-Rodríguez Fernando Pérez-Cruz 26 7 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 11 126 0 02 Jul 2021
Topic-to-Essay Generation with Comprehensive Knowledge Enhancement Zhiyue Liu Jiahai Wang Zhenghong Li 25 6 0 29 Jun 2021
What Context Features Can Transformer Language Models Use? J. O'Connor Jacob Andreas KELM 23 75 0 15 Jun 2021
DirectQE: Direct Pretraining for Machine Translation Quality Estimation Qu Cui Shujian Huang Jiahuan Li Xiang Geng Zaixiang Zheng Guoping Huang Jiajun Chen 18 24 0 15 May 2021
MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers Krishna Pillutla Swabha Swayamdipta Rowan Zellers John Thickstun Sean Welleck Yejin Choi Zaïd Harchaoui 37 343 0 02 Feb 2021
A Theoretical Analysis of the Repetition Problem in Text Generation Z. Fu Wai Lam Anthony Man-Cho So Bei Shi 77 90 0 29 Dec 2020
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation Seanie Lee Dong Bok Lee Sung Ju Hwang 15 106 0 14 Dec 2020
Infusing Sequential Information into Conditional Masked Translation Model with Self-Review Mechanism Pan Xie Zhi Cui Xiuying Chen Xiaohui Hu Jianwei Cui Bin Wang 151 9 0 19 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 24 17 0 12 Oct 2020
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding Sahar Abdelnabi Mario Fritz WaLM 18 143 0 07 Sep 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 19 376 0 26 Jun 2020
DQI: Measuring Data Quality in NLP Swaroop Mishra Anjana Arunkumar Bhavdeep Singh Sachdeva Chris Bryan Chitta Baral 33 30 0 02 May 2020
Syntax-driven Iterative Expansion Language Models for Controllable Text Generation Noe Casas José A. R. Fonollosa Marta R. Costa-jussá 19 11 0 05 Apr 2020
Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation Haiyan Yin Dingcheng Li Xu Li P. Li 37 23 0 12 Mar 2020
Do Massively Pretrained Language Models Make Better Storytellers? A. See Aneesh S. Pappu Rohun Saxena Akhila Yerukola Christopher D. Manning 37 166 0 24 Sep 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 17 997 0 29 May 2019
Jointly Measuring Diversity and Quality in Text Generation Models Ehsan Montahaei Danial Alihosseini M. Baghshah 21 76 0 08 Apr 2019
Clinically Accurate Chest X-Ray Report Generation Guanxiong Liu T. Hsu Matthew B. A. McDermott Willie Boag W. Weng Peter Szolovits Marzyeh Ghassemi MedIm 25 271 0 04 Apr 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Cristina Garbacea Samuel Carton Shiyan Yan Qiaozhu Mei ELM 19 29 0 02 Jan 2019