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 / 63 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 129 0 0 18 Feb 2025
On the Statistical Complexity of Estimating Vendi Scores from Empirical Data Azim Ospanov Farzan Farnia 35 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 36 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 27 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 42 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 34 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 27 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 29 246 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 24 0 0 04 Jul 2023
A Critical Evaluation of Evaluations for Long-form Question Answering Fangyuan Xu Yixiao Song Mohit Iyyer Eunsol Choi ELM 35 94 0 29 May 2023
Psychological Metrics for Dialog System Evaluation Salvatore Giorgi Shreya Havaldar Farhan S. Ahmed Zuhaib Akhtar Shalaka Vaidya Gary Pan Pallavi V. Kulkarni H. A. Schwartz Joao Sedoc 10 2 0 24 May 2023
Look-back Decoding for Open-Ended Text Generation Nan Xu Chunting Zhou Asli Celikyilmaz Xuezhe Ma 13 9 0 22 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 36 10 0 20 May 2023
TESS: Text-to-Text Self-Conditioned Simplex Diffusion Rabeeh Karimi Mahabadi Hamish Ivison Jaesung Tae James Henderson Iz Beltagy Matthew E. Peters Arman Cohan 24 20 0 15 May 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 23 57 0 11 Feb 2023
Long Horizon Temperature Scaling Andy Shih Dorsa Sadigh Stefano Ermon DiffM 18 13 0 07 Feb 2023
The Science of Detecting LLM-Generated Texts Ruixiang Tang Yu-Neng Chuang Xia Hu DeLMO 17 167 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 25 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
Latent Diffusion for Language Generation Justin Lovelace Varsha Kishore Chao-gang Wan Eliot Shekhtman Kilian Q. Weinberger DiffM 19 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 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 28 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 16 0 0 14 Nov 2022
Truncation Sampling as Language Model Desmoothing John Hewitt Christopher D. Manning Percy Liang BDL 21 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 6 321 0 27 Oct 2022