Limits of Detecting Text Generated by Large-Scale Language Models

Limits of Detecting Text Generated by Large-Scale Language Models

9 February 2020

Papers citing "Limits of Detecting Text Generated by Large-Scale Language Models"

12 / 12 papers shown

Title
Benchmarking of LLM Detection: Comparing Two Competing Approaches Thorsten Pröhl Erik Putzier Rüdiger Zarnekow DeLMO 18 1 0 17 Jun 2024
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text Abhimanyu Hans Avi Schwarzschild Valeriia Cherepanova Hamid Kazemi Aniruddha Saha Micah Goldblum Jonas Geiping Tom Goldstein DeLMO 33 82 0 22 Jan 2024
Stacking the Odds: Transformer-Based Ensemble for AI-Generated Text Detection Duke Nguyen Khaing Myat Noe Naing Aditya Joshi 22 5 0 29 Oct 2023
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP Lu Yan Zhuo Zhang Guanhong Tao Kaiyuan Zhang Xuan Chen Guangyu Shen Xiangyu Zhang AAML SILM 54 16 0 04 Aug 2023
On the Reliability of Watermarks for Large Language Models John Kirchenbauer Jonas Geiping Yuxin Wen Manli Shu Khalid Saifullah Kezhi Kong Kasun Fernando Aniruddha Saha Micah Goldblum Tom Goldstein WaLM 16 113 0 07 Jun 2023
Long-form analogies generated by chatGPT lack human-like psycholinguistic properties S. M. Seals V. Shalin 16 10 0 07 Jun 2023
The Gradient of Generative AI Release: Methods and Considerations Irene Solaiman 14 98 0 05 Feb 2023
Attribution and Obfuscation of Neural Text Authorship: A Data Mining Perspective Adaku Uchendu Thai Le Dongwon Lee DeLMO 19 40 0 19 Oct 2022
A Benchmark Corpus for the Detection of Automatically Generated Text in Academic Publications Vijini Liyanage Davide Buscaldi A. Nazarenko DeLMO 15 24 0 04 Feb 2022
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation Adaku Uchendu Zeyu Ma Thai Le Rui Zhang Dongwon Lee DeLMO 12 122 0 27 Sep 2021
Mirostat: A Neural Text Decoding Algorithm that Directly Controls Perplexity Sourya Basu Govardana Sachithanandam Ramachandran N. Keskar L. Varshney AAML 16 7 0 29 Jul 2020
Aspect-Controlled Neural Argument Generation Benjamin Schiller Johannes Daxenberger Iryna Gurevych 19 73 0 30 Apr 2020