MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers

2 February 2021

Yejin Choi

Papers citing "MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers"

24 / 74 papers shown

Title
On the Blind Spots of Model-Based Evaluation Metrics for Text Generation Tianxing He Jingyu Zhang Tianle Wang Sachin Kumar Kyunghyun Cho James R. Glass Yulia Tsvetkov 27 44 0 20 Dec 2022
Latent Diffusion for Language Generation Justin Lovelace Varsha Kishore Chao-gang Wan Eliot Shekhtman Kilian Q. Weinberger DiffM 24 71 0 19 Dec 2022
Momentum Decoding: Open-ended Text Generation As Graph Exploration Tian Lan Yixuan Su Shuhang Liu Heyan Huang Xian-Ling Mao 39 5 0 05 Dec 2022
Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora George Kour Samuel Ackerman Orna Raz E. Farchi Boaz Carmeli Ateret Anaby-Tavor 34 10 0 29 Nov 2022
Best- $k$ Search Algorithm for Neural Text Generation Jiacheng Xu Caiming Xiong Silvio Savarese Yingbo Zhou 30 5 0 22 Nov 2022
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention Wenhao Li Xiaoyuan Yi Jinyi Hu Maosong Sun Xing Xie 21 0 0 14 Nov 2022
SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Xiaochuang Han Sachin Kumar Yulia Tsvetkov 30 79 0 31 Oct 2022
Truncation Sampling as Language Model Desmoothing John Hewitt Christopher D. Manning Percy Liang BDL 36 75 0 27 Oct 2022
Contrastive Decoding: Open-ended Text Generation as Optimization Xiang Lisa Li Ari Holtzman Daniel Fried Percy Liang Jason Eisner Tatsunori Hashimoto Luke Zettlemoyer M. Lewis 28 321 0 27 Oct 2022
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe Xiang Yue Huseyin A. Inan Xuechen Li Girish Kumar Julia McAnallen Hoda Shajari Huan Sun David Levitan Robert Sim 36 79 0 25 Oct 2022
Model Criticism for Long-Form Text Generation Yuntian Deng Volodymyr Kuleshov Alexander M. Rush 31 19 0 16 Oct 2022
Composable Text Controls in Latent Space with ODEs Guangyi Liu Zeyu Feng Yuan Gao Zichao Yang Xiaodan Liang Junwei Bao Xiaodong He Shuguang Cui Zhen Li Zhiting Hu AI4CE DiffM 31 32 0 01 Aug 2022
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation Jinyi Hu Xiaoyuan Yi Wenhao Li Maosong Sun Xing Xie 16 21 0 13 Jul 2022
On the Usefulness of Embeddings, Clusters and Strings for Text Generator Evaluation Tiago Pimentel Clara Meister Ryan Cotterell 38 7 0 31 May 2022
Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu Sean Welleck Jack Hessel Liwei Jiang Lianhui Qin Peter West Prithviraj Ammanabrolu Yejin Choi MU 49 206 0 26 May 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 16 68 0 19 May 2022
ALLSH: Active Learning Guided by Local Sensitivity and Hardness Shujian Zhang Chengyue Gong Xingchao Liu Pengcheng He Weizhu Chen Mingyuan Zhou 25 26 0 10 May 2022
Automatic Detection of Entity-Manipulated Text using Factual Knowledge Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 20 10 0 19 Mar 2022
Probing BERT's priors with serial reproduction chains Takateru Yamakoshi Thomas L. Griffiths Robert D. Hawkins 18 12 0 24 Feb 2022
ZeroGen: Efficient Zero-shot Learning via Dataset Generation Jiacheng Ye Jiahui Gao Qintong Li Hang Xu Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa 43 211 0 16 Feb 2022
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation Marzena Karpinska Nader Akoury Mohit Iyyer 204 106 0 14 Sep 2021
Divergence Frontiers for Generative Models: Sample Complexity, Quantization Effects, and Frontier Integrals Lang Liu Krishna Pillutla Sean Welleck Sewoong Oh Yejin Choi Zaïd Harchaoui MQ 25 14 0 15 Jun 2021
Language GANs Falling Short Massimo Caccia Lucas Page-Caccia W. Fedus Hugo Larochelle Joelle Pineau Laurent Charlin 119 215 0 06 Nov 2018
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 78 390 0 20 Oct 2016