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"

50 / 55 papers shown

Title
A False Sense of Privacy: Evaluating Textual Data Sanitization Beyond Surface-level Privacy Leakage Rui Xin Niloofar Mireshghallah Shuyue Stella Li Michael Duan Hyunwoo Kim Yejin Choi Yulia Tsvetkov Sewoong Oh Pang Wei Koh 69 1 0 28 Apr 2025
Context-Enhanced Contrastive Search for Improved LLM Text Generation Jaydip Sen Rohit Pandey Hetvi Waghela 46 0 0 22 Apr 2025
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code Seonghyeon Lee Heejae Chon Joonwon Jang Dongha Lee Hwanjo Yu ALM 39 0 0 02 Mar 2025
Sequence-level Large Language Model Training with Contrastive Preference Optimization Zhili Feng Dhananjay Ram Cole Hawkins Aditya Rawal Jinman Zhao Sheng Zha 57 0 0 23 Feb 2025
Natural Language Generation from Visual Sequences: Challenges and Future Directions Aditya K Surikuchi Raquel Fernández Sandro Pezzelle EGVM 120 0 0 18 Feb 2025
On the Statistical Complexity of Estimating Vendi Scores from Empirical Data Azim Ospanov Farzan Farnia 33 1 0 17 Feb 2025
Measuring Diversity in Synthetic Datasets Yuchang Zhu Huizhe Zhang Bingzhe Wu Jintang Li Zibin Zheng Peilin Zhao Liang Chen Yatao Bian 95 0 0 12 Feb 2025
Beyond Autoregression: Fast LLMs via Self-Distillation Through Time Justin Deschenaux Çağlar Gülçehre 39 2 0 28 Oct 2024
Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework Esteban Garces Arias Hannah Blocher Julian Rodemann Meimingwei Li Christian Heumann Matthias Aßenmacher 23 1 0 24 Oct 2024
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems Nandan Thakur Suleman Kazi Ge Luo Jimmy J. Lin Amin Ahmad VLM RALM 26 6 0 17 Oct 2024
Distillation of Discrete Diffusion through Dimensional Correlations Satoshi Hayakawa Yuhta Takida Masaaki Imaizumi Hiromi Wakaki Yuki Mitsufuji DiffM 56 0 0 11 Oct 2024
Discrete Copula Diffusion Anji Liu Oliver Broadrick Mathias Niepert Guy Van den Broeck DiffM 59 4 0 02 Oct 2024
Generating Visual Stories with Grounded and Coreferent Characters Danyang Liu Mirella Lapata Frank Keller 15 2 0 20 Sep 2024
MEOW: MEMOry Supervised LLM Unlearning Via Inverted Facts Tianle Gu Kexin Huang Ruilin Luo Yuanqi Yao Yujiu Yang Yan Teng Yingchun Wang MU 21 4 0 18 Sep 2024
Diffusion Guided Language Modeling Justin Lovelace Varsha Kishore Yiwei Chen Kilian Q. Weinberger 31 6 0 08 Aug 2024
Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation Esteban Garces Arias Julian Rodemann Meimingwei Li Christian Heumann Matthias Aßenmacher 25 3 0 26 Jul 2024
CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models Zhong-Zhi Li Ming-Liang Zhang Fei Yin Zhi-Long Ji Jin-Feng Bai Zhen-Ru Pan Fan-Hu Zeng Jian Xu Jia-Xin Zhang Cheng-Lin Liu ELM 25 10 0 28 Jun 2024
Few-shot Personalization of LLMs with Mis-aligned Responses Jaehyung Kim Yiming Yang 37 7 0 26 Jun 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 71 7 0 21 Jun 2024
Beyond the Frontier: Predicting Unseen Walls from Occupancy Grids by Learning from Floor Plans Ludvig Ericson Patric Jensfelt 29 7 0 13 Jun 2024
Every Answer Matters: Evaluating Commonsense with Probabilistic Measures Qi Cheng Michael Boratko Pranay Kumar Yelugam T. O’Gorman Nalini Singh Andrew McCallum X. Li ELM LRM 29 3 0 06 Jun 2024
NAP^2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human Shuo Huang William MacLean Xiaoxi Kang Anqi Wu Lizhen Qu Qiongkai Xu Zhuang Li Xingliang Yuan Gholamreza Haffari 20 0 0 06 Jun 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution Minghan Li Xilun Chen Ari Holtzman Beidi Chen Jimmy Lin Wen-tau Yih Xi Victoria Lin RALM BDL 108 10 0 29 May 2024
WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off Eva Giboulot Furon Teddy WaLM 32 12 0 06 Mar 2024
Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection Wei-Yao Wang Yu-Chieh Chang Wenjie Peng 10 0 0 27 Jan 2024
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads Tianle Cai Yuhong Li Zhengyang Geng Hongwu Peng Jason D. Lee De-huai Chen Tri Dao 29 243 0 19 Jan 2024
Large Language Models for Conducting Advanced Text Analytics Information Systems Research Benjamin Ampel Chi-Heng Yang J. Hu Hsinchun Chen 21 7 0 27 Dec 2023
VLIS: Unimodal Language Models Guide Multimodal Language Generation Jiwan Chung Youngjae Yu VLM 22 1 0 15 Oct 2023
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation Charles OÑeill Y. Ting 丁 I. Ciucă Jack Miller Thang Bui SyDa 29 1 0 15 Aug 2023
Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation Jian-Yu Guan Minlie Huang 19 0 0 04 Jul 2023
A Critical Evaluation of Evaluations for Long-form Question Answering Fangyuan Xu Yixiao Song Mohit Iyyer Eunsol Choi ELM 30 94 0 29 May 2023
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond Haw-Shiuan Chang Zonghai Yao Alolika Gon Hong-ye Yu Andrew McCallum 28 10 0 20 May 2023
The Science of Detecting LLM-Generated Texts Ruixiang Tang Yu-Neng Chuang Xia Hu DeLMO 15 166 0 04 Feb 2023
IC3: Image Captioning by Committee Consensus David M. Chan Austin Myers Sudheendra Vijayanarasimhan David A. Ross John F. Canny 19 17 0 02 Feb 2023
In BLOOM: Creativity and Affinity in Artificial Lyrics and Art Evan Crothers H. Viktor Nathalie Japkowicz 22 3 0 13 Jan 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 23 21 0 30 Dec 2022
Trustworthy Social Bias Measurement Rishi Bommasani Percy Liang 27 10 0 20 Dec 2022
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 25 44 0 20 Dec 2022
Momentum Decoding: Open-ended Text Generation As Graph Exploration Tian Lan Yixuan Su Shuhang Liu Heyan Huang Xian-Ling Mao 34 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 20 10 0 29 Nov 2022
Truncation Sampling as Language Model Desmoothing John Hewitt Christopher D. Manning Percy Liang BDL 14 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 6 319 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 15 78 0 25 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 15 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
Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu Sean Welleck Jack Hessel Liwei Jiang Lianhui Qin Peter West Prithviraj Ammanabrolu Yejin Choi MU 42 205 0 26 May 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 11 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 9 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